R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(492865,480961,461935,456608,441977,439148,488180,520564,501492,485025,464196,460170,467037,460070,447988,442867,436087,431328,484015,509673,512927,502831,470984,471067,476049,474605,470439,461251,454724,455626,516847,525192,522975,518585,509239,512238,519164,517009,509933,509127,500857,506971,569323,579714,577992,565464,547344,554788,562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274,560576,548854,531673,525919,511038,498662,555362,564591,541657,527070,509846,514258,516922,507561,492622,490243,469357,477580,528379,533590)
> y <- c(31899,31384,30650,30400,30003,29896,31557,31883,30830,30354,29756,29934,30599,30378,29925,29471,29567,29419,30796,31475,31708,31917,30871,31512,32362,31928,31699,30363,30386,30364,32806,33423,33071,33888,34805,35489,37259,37722,38764,39594,40004,40715,44028,45564,44277,44976,45406,47379,49200,50221,51573,53091,53337,54978,57885,67099,67169,69796,70600,71982,73957,75273,76322,77078,77954,79238,82179,83834,83744,84861,86478,88290,90287,91230,92380,92506,94172,94728,96581,97344,98346,98214,98366,98768,99832,99976,99961,100164,99964,99304,104008,104644,103950,104263,104241,105141,106018,105866,105944,106379,105082,104915,107026,107306)
> x <- c(344744,338653,327532,326225,318672,317756,337302,349420,336923,330758,321002,320820,327032,324047,316735,315710,313427,310527,330962,339015,341332,339092,323308,325849,330675,332225,331735,328047,326165,327081,346764,344190,343333,345777,344094,348609,354846,356427,353467,355996,352487,355178,374556,375021,375787,372720,364431,370490,376974,377632,378205,370861,369167,371551,382842,381903,384502,392058,384359,388884,386586,387495,385705,378670,377367,376911,389827,387820,387267,380575,372402,376740,377795,376126,370804,367980,367866,366121,379421,378519,372423,355072,344693,342892,344178,337606,327103,323953,316532,306307,327225,329573,313761,307836,300074,304198,306122,300414,292133,290616,280244,285179,305486,305957)
> par7 = 'totaal'
> par6 = 'ouder dan 50'
> par5 = 'tussen 25 en 50'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1j8qx1226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2oabl1226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3pnhd1226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/41d961226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/5shur1226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,y)
> (r<-lm(y ~ x))

Call:
lm(formula = y ~ x)

Coefficients:
(Intercept)            x  
  7.028e+04   -2.147e-02  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/632iu1226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1]  20971.66  22905.98  24840.30  26774.62  28708.94  30643.26  32577.58
 [8]  34511.90  36446.22  38380.54  40314.86  42249.18  44183.50  46117.82
[15]  48052.14  49986.46  51920.78  53855.10  55789.42  57723.74  59658.06
[22]  61592.38  63526.70  65461.02  67395.34  69329.66  71263.98  73198.30
[29]  75132.62  77066.94  79001.26  80935.58  82869.90  84804.22  86738.54
[36]  88672.86  90607.18  92541.50  94475.82  96410.14  98344.46 100278.78
[43] 102213.10 104147.42 106081.74 108016.06 109950.38 111884.70 113819.02
[50] 115753.34

$yords
 [1] 397469.6 402883.4 408297.1 413710.8 419124.6 424538.3 429952.0 435365.7
 [9] 440779.5 446193.2 451606.9 457020.7 462434.4 467848.1 473261.8 478675.6
[17] 484089.3 489503.0 494916.8 500330.5 505744.2 511157.9 516571.7 521985.4
[25] 527399.1 532812.9 538226.6 543640.3 549054.1 554467.8 559881.5 565295.2
[33] 570709.0 576122.7 581536.4 586950.2 592363.9 597777.6 603191.3 608605.1
[41] 614018.8 619432.5 624846.3 630260.0 635673.7 641087.4 646501.2 651914.9
[49] 657328.6 662742.4

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.054603e-09 5.811260e-09 7.864645e-09 1.008242e-08 1.228140e-08
 [2,] 4.748707e-09 7.153166e-09 1.015460e-08 1.362930e-08 1.735065e-08
 [3,] 4.742479e-09 7.517103e-09 1.120750e-08 1.576767e-08 2.100145e-08
 [4,] 4.035702e-09 6.738810e-09 1.056487e-08 1.559930e-08 2.176368e-08
 [5,] 2.924284e-09 5.149543e-09 8.499305e-09 1.318679e-08 1.929467e-08
 [6,] 1.803160e-09 3.351963e-09 5.830850e-09 9.517540e-09 1.462267e-08
 [7,] 9.456174e-10 1.857333e-09 3.408729e-09 5.860348e-09 9.465839e-09
 [8,] 4.215412e-10 8.755475e-10 1.696949e-09 3.076171e-09 5.229932e-09
 [9,] 1.596645e-10 3.509398e-10 7.189308e-10 1.375559e-09 2.464381e-09
[10,] 5.136219e-11 1.195464e-10 2.590586e-10 5.236538e-10 9.896455e-10
[11,] 1.402775e-11 3.459407e-11 7.935542e-11 1.696069e-10 3.384670e-10
[12,] 3.251650e-12 8.500819e-12 2.065483e-11 4.671326e-11 9.852507e-11
[13,] 6.395423e-13 1.773235e-12 4.566208e-12 1.093514e-11 2.439658e-11
[14,] 1.067033e-13 3.138988e-13 8.570864e-13 2.174776e-12 5.136389e-12
[15,] 1.509866e-14 4.714350e-14 1.365529e-13 3.673395e-13 9.191497e-13
[16,] 1.811650e-15 6.005869e-15 1.846255e-14 5.268643e-14 1.397882e-13
[17,] 1.843032e-16 6.489394e-16 2.118228e-15 6.417245e-15 1.807617e-14
[18,] 1.589843e-17 5.948542e-17 2.063365e-16 6.645151e-16 1.992005e-15
[19,] 1.166002e-18 4.642839e-18 1.716201e-17 5.903679e-17 1.898643e-16
[20,] 8.110356e-20 3.303807e-19 1.312618e-18 4.978516e-18 1.805870e-17
[21,] 6.779248e-20 1.106999e-19 2.559297e-19 9.024916e-19 3.908017e-18
[22,] 5.220961e-19 7.156135e-19 9.624803e-19 1.478036e-18 3.500094e-18
[23,] 3.726036e-18 5.335255e-18 7.162748e-18 9.193977e-18 1.215482e-17
[24,] 2.269897e-17 3.432439e-17 4.841739e-17 6.398141e-17 8.009852e-17
[25,] 1.179732e-16 1.884018e-16 2.805009e-16 3.899923e-16 5.082357e-16
[26,] 5.254615e-16 8.835770e-16 1.387489e-15 2.034132e-15 2.788540e-15
[27,] 2.026228e-15 3.561220e-15 5.875554e-15 9.070835e-15 1.309553e-14
[28,] 6.899645e-15 1.248890e-14 2.145635e-14 3.471349e-14 5.267479e-14
[29,] 2.144836e-14 3.900357e-14 6.858696e-14 1.150426e-13 1.823787e-13
[30,] 6.350455e-14 1.125051e-13 1.971183e-13 3.361028e-13 5.496162e-13
[31,] 1.846204e-13 3.122948e-13 5.294713e-13 8.921643e-13 1.472157e-12
[32,] 5.241816e-13 8.522547e-13 1.379869e-12 2.238661e-12 3.622797e-12
[33,] 1.401537e-12 2.250441e-12 3.527419e-12 5.479284e-12 8.513272e-12
[34,] 3.387094e-12 5.526193e-12 8.628560e-12 1.308122e-11 1.955166e-11
[35,] 7.184635e-12 1.214863e-11 1.939310e-11 2.952265e-11 4.343143e-11
[36,] 1.315352e-11 2.331267e-11 3.869819e-11 6.054257e-11 9.007675e-11
[37,] 2.060566e-11 3.850668e-11 6.710082e-11 1.094544e-10 1.680751e-10
[38,] 2.750332e-11 5.435764e-11 9.993203e-11 1.713171e-10 2.748542e-10
[39,] 3.121183e-11 6.534730e-11 1.270740e-10 2.299167e-10 3.879875e-10
[40,] 3.008253e-11 6.678253e-11 1.375625e-10 2.632764e-10 4.689944e-10
[41,] 2.460955e-11 5.796341e-11 1.265823e-10 2.565915e-10 4.834703e-10
[42,] 1.708121e-11 4.270316e-11 9.892633e-11 2.125636e-10 4.241313e-10
[43,] 1.005629e-11 2.669449e-11 6.562894e-11 1.495635e-10 3.162683e-10
[44,] 5.020701e-12 1.415533e-11 3.694624e-11 8.933969e-11 2.003257e-10
[45,] 2.125274e-12 6.365867e-12 1.764487e-11 4.528932e-11 1.077320e-10
[46,] 7.626322e-13 2.427442e-12 7.147277e-12 1.947876e-11 4.917366e-11
[47,] 2.319513e-13 7.847248e-13 2.454988e-12 7.106230e-12 1.904493e-11
[48,] 5.978565e-14 2.150266e-13 7.149327e-13 2.198565e-12 6.257211e-12
[49,] 1.305745e-14 4.993547e-14 1.764880e-13 5.767394e-13 1.743588e-12
[50,] 2.416170e-15 9.826698e-15 3.692595e-14 1.282578e-13 4.119857e-13
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.425319e-08 1.579766e-08 1.675873e-08 1.705630e-08 1.670548e-08
 [2,] 2.101239e-08 2.427083e-08 2.679985e-08 2.835089e-08 2.880608e-08
 [3,] 2.656604e-08 3.200701e-08 3.682014e-08 4.053282e-08 4.279391e-08
 [4,] 2.878597e-08 3.620791e-08 4.343134e-08 4.979898e-08 5.470266e-08
 [5,] 2.671417e-08 3.511511e-08 4.395680e-08 5.254193e-08 6.011105e-08
 [6,] 2.121773e-08 2.917714e-08 3.815120e-08 4.757886e-08 5.674312e-08
 [7,] 1.441215e-08 2.075681e-08 2.837922e-08 3.695901e-08 4.598843e-08
 [8,] 8.365632e-09 1.263405e-08 1.808174e-08 2.461533e-08 3.198639e-08
 [9,] 4.146423e-09 6.574619e-09 9.861624e-09 1.404893e-08 1.908476e-08
[10,] 1.753570e-09 2.922938e-09 4.600775e-09 6.867419e-09 9.764361e-09
[11,] 6.323086e-10 1.109347e-09 1.834798e-09 2.873508e-09 4.282330e-09
[12,] 1.942647e-10 3.591760e-10 6.250771e-10 1.028668e-09 1.609497e-09
[13,] 5.082198e-11 9.914436e-11 1.818145e-10 3.149493e-10 5.184773e-10
[14,] 1.131582e-11 2.332136e-11 4.513995e-11 8.248955e-11 1.433155e-10
[15,] 2.143757e-12 4.674495e-12 9.570338e-12 1.851083e-11 3.411769e-11
[16,] 3.456152e-13 7.990190e-13 1.736435e-12 3.576137e-12 7.063349e-12
[17,] 4.747644e-14 1.168114e-13 2.713099e-13 6.022437e-13 1.301125e-12
[18,] 5.582503e-15 1.473803e-14 3.713369e-14 9.112807e-14 2.237440e-13
[19,] 5.755740e-16 1.668143e-15 4.725512e-15 1.346573e-14 3.961361e-14
[20,] 6.338981e-17 2.189716e-16 7.572570e-16 2.651182e-15 9.395806e-15
[21,] 1.750104e-17 7.626404e-17 3.176629e-16 1.257895e-15 4.729520e-15
[22,] 1.319372e-17 5.860561e-17 2.572540e-16 1.063085e-15 4.093329e-15
[23,] 2.065460e-17 5.741669e-17 2.231569e-16 9.276160e-16 3.702765e-15
[24,] 9.859044e-17 1.351469e-16 2.667487e-16 8.239445e-16 3.110000e-15
[25,] 6.257664e-16 7.433832e-16 9.097512e-16 1.366155e-15 3.104034e-15
[26,] 3.587311e-15 4.359993e-15 5.079077e-15 5.887399e-15 7.513462e-15
[27,] 1.770566e-14 2.249831e-14 2.703951e-14 3.110147e-14 3.511293e-14
[28,] 7.488706e-14 9.987944e-14 1.254147e-13 1.491932e-13 1.699601e-13
[29,] 2.719147e-13 3.806580e-13 5.008977e-13 6.217311e-13 7.325251e-13
[30,] 8.530170e-13 1.249001e-12 1.721452e-12 2.235049e-12 2.743045e-12
[31,] 2.343316e-12 3.556707e-12 5.111300e-12 6.933866e-12 8.882563e-12
[32,] 5.774646e-12 8.932540e-12 1.324288e-11 1.866419e-11 2.491088e-11
[33,] 1.322223e-11 2.032829e-11 3.050855e-11 4.412113e-11 6.092814e-11
[34,] 2.914200e-11 4.344557e-11 6.436199e-11 9.358514e-11 1.318473e-10
[35,] 6.266906e-11 8.983478e-11 1.286958e-10 1.836666e-10 2.584792e-10
[36,] 1.289941e-10 1.803292e-10 2.493940e-10 3.440177e-10 4.732718e-10
[37,] 2.449323e-10 3.424487e-10 4.654621e-10 6.232907e-10 8.302237e-10
[38,] 4.148135e-10 5.932467e-10 8.120001e-10 1.076787e-09 1.401407e-09
[39,] 6.127352e-10 9.099659e-10 1.279395e-09 1.718545e-09 2.230556e-09
[40,] 7.794765e-10 1.212670e-09 1.774061e-09 2.455953e-09 3.244590e-09
[41,] 8.482842e-10 1.389295e-09 2.130738e-09 3.073689e-09 4.195515e-09
[42,] 7.870142e-10 1.360648e-09 2.197067e-09 3.324074e-09 4.732601e-09
[43,] 6.213365e-10 1.135819e-09 1.935728e-09 3.083265e-09 4.604836e-09
[44,] 4.169875e-10 8.068265e-10 1.453502e-09 2.442914e-09 3.840325e-09
[45,] 2.377342e-10 4.872439e-10 9.288053e-10 1.649584e-09 2.735363e-09
[46,] 1.150906e-10 2.500011e-10 5.046459e-10 9.480491e-10 1.660598e-09
[47,] 4.729549e-11 1.089372e-10 2.329937e-10 4.633518e-10 8.581727e-10
[48,] 1.649332e-11 4.029954e-11 9.137068e-11 1.924690e-10 3.772165e-10
[49,] 4.879753e-12 1.265281e-11 3.042440e-11 6.791862e-11 1.409482e-10
[50,] 1.224591e-12 3.370739e-12 8.599223e-12 2.035345e-11 4.474919e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.581434e-08 1.455664e-08 1.312575e-08 1.168514e-08 1.033368e-08
 [2,] 2.820842e-08 2.675309e-08 2.473528e-08 2.246819e-08 2.020039e-08
 [3,] 4.345274e-08 4.259968e-08 4.054421e-08 3.772641e-08 3.458832e-08
 [4,] 5.770374e-08 5.863651e-08 5.765401e-08 5.518450e-08 5.179914e-08
 [5,] 6.597126e-08 6.963950e-08 7.096046e-08 7.014769e-08 6.771230e-08
 [6,] 6.486958e-08 7.126237e-08 7.545344e-08 7.731788e-08 7.709867e-08
 [7,] 5.482262e-08 6.277024e-08 6.921869e-08 7.376771e-08 7.632307e-08
 [8,] 3.980163e-08 4.756232e-08 5.473558e-08 6.085158e-08 6.560230e-08
 [9,] 2.481530e-08 3.099155e-08 3.729416e-08 4.337781e-08 4.892958e-08
[10,] 1.328372e-08 1.736457e-08 2.189580e-08 2.672548e-08 3.167665e-08
[11,] 6.104677e-09 8.368179e-09 1.108424e-08 1.424686e-08 1.782839e-08
[12,] 2.408972e-09 3.471365e-09 4.846199e-09 6.589250e-09 8.758019e-09
[13,] 8.170084e-10 1.242265e-09 1.837261e-09 2.660830e-09 3.789033e-09
[14,] 2.388160e-10 3.856175e-10 6.096631e-10 9.516736e-10 1.472503e-09
[15,] 6.061221e-11 1.052171e-10 1.808779e-10 3.107748e-10 5.343794e-10
[16,] 1.359707e-11 2.598343e-11 5.005104e-11 9.771637e-11 1.919601e-10
[17,] 2.799260e-12 6.125104e-12 1.375536e-11 3.143424e-11 7.158221e-11
[18,] 5.638294e-13 1.473751e-12 3.949182e-12 1.056938e-11 2.750159e-11
[19,] 1.213039e-13 3.807392e-13 1.190279e-12 3.605582e-12 1.037642e-11
[20,] 3.332930e-14 1.163173e-13 3.925643e-13 1.263420e-12 3.838373e-12
[21,] 1.689567e-14 5.743215e-14 1.860140e-13 5.743242e-13 1.688963e-12
[22,] 1.466832e-14 4.898595e-14 1.528351e-13 4.469212e-13 1.229480e-12
[23,] 1.380687e-14 4.779276e-14 1.534258e-13 4.570456e-13 1.265140e-12
[24,] 1.185633e-14 4.283732e-14 1.442290e-13 4.505324e-13 1.304389e-12
[25,] 9.876241e-15 3.484963e-14 1.206149e-13 3.935865e-13 1.196823e-12
[26,] 1.274967e-14 3.153185e-14 9.710442e-14 3.129974e-13 9.766313e-13
[27,] 4.132365e-14 5.747829e-14 1.085824e-13 2.724369e-13 7.785227e-13
[28,] 1.891570e-13 2.142212e-13 2.674320e-13 4.115478e-13 8.216689e-13
[29,] 8.277215e-13 9.128211e-13 1.013846e-12 1.198507e-12 1.630316e-12
[30,] 3.202283e-12 3.591983e-12 3.934076e-12 4.319677e-12 4.959178e-12
[31,] 1.078071e-11 1.247407e-11 1.389612e-11 1.513045e-11 1.647933e-11
[32,] 3.148211e-11 3.778819e-11 4.334278e-11 4.796315e-11 5.193950e-11
[33,] 7.996372e-11 9.966837e-11 1.183009e-10 1.345060e-10 1.478565e-10
[34,] 1.782137e-10 2.298289e-10 2.823992e-10 3.313662e-10 3.733887e-10
[35,] 3.543299e-10 4.682876e-10 5.929294e-10 7.177685e-10 8.322017e-10
[36,] 6.443991e-10 8.587536e-10 1.108612e-09 1.376908e-09 1.640846e-09
[37,] 1.102767e-09 1.453293e-09 1.882059e-09 2.371506e-09 2.886735e-09
[38,] 1.808735e-09 2.325401e-09 2.969964e-09 3.738749e-09 4.596729e-09
[39,] 2.832103e-09 3.555238e-09 4.438118e-09 5.505019e-09 6.743557e-09
[40,] 4.133873e-09 5.138827e-09 6.298651e-09 7.661925e-09 9.255854e-09
[41,] 5.461915e-09 6.848763e-09 8.362668e-09 1.004525e-08 1.195139e-08
[42,] 6.377285e-09 8.194980e-09 1.013599e-08 1.219204e-08 1.440109e-08
[43,] 6.476017e-09 8.624507e-09 1.095561e-08 1.339212e-08 1.590799e-08
[44,] 5.665275e-09 7.876237e-09 1.037683e-08 1.304698e-08 1.578823e-08
[45,] 4.246125e-09 6.190992e-09 8.514860e-09 1.110776e-08 1.383861e-08
[46,] 2.717996e-09 4.168395e-09 6.010442e-09 8.183450e-09 1.057867e-08
[47,] 1.483097e-09 2.397167e-09 3.633989e-09 5.184861e-09 6.992809e-09
[48,] 6.890294e-10 1.175380e-09 1.876960e-09 2.814012e-09 3.974940e-09
[49,] 2.723355e-10 4.908024e-10 8.267669e-10 1.305008e-09 1.935909e-09
[50,] 9.151943e-11 1.743951e-10 3.102213e-10 5.162721e-10 8.058718e-10
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 9.097476e-09 7.948388e-09 6.838519e-09 5.734396e-09 4.637034e-09
 [2,] 1.806375e-08 1.606974e-08 1.415074e-08 1.222413e-08 1.024957e-08
 [3,] 3.145319e-08 2.845979e-08 2.557480e-08 2.267086e-08 1.963072e-08
 [4,] 4.803464e-08 4.424059e-08 4.051382e-08 3.674244e-08 3.273253e-08
 [5,] 6.428985e-08 6.042756e-08 5.642092e-08 5.226935e-08 4.776609e-08
 [6,] 7.530953e-08 7.253852e-08 6.923020e-08 6.554317e-08 6.134857e-08
 [7,] 7.709844e-08 7.650505e-08 7.496332e-08 7.271853e-08 6.975002e-08
 [8,] 6.890101e-08 7.086461e-08 7.171225e-08 7.161935e-08 7.059901e-08
 [9,] 5.372389e-08 5.764756e-08 6.067540e-08 6.280095e-08 6.395629e-08
[10,] 3.656660e-08 4.122213e-08 4.548133e-08 4.917825e-08 5.211899e-08
[11,] 2.177162e-08 2.597907e-08 3.030243e-08 3.453645e-08 3.842269e-08
[12,] 1.139812e-08 1.452037e-08 1.807368e-08 2.192423e-08 2.585271e-08
[13,] 5.308646e-09 7.298930e-09 9.802481e-09 1.279315e-08 1.615512e-08
[14,] 2.254699e-09 3.395331e-09 4.986484e-09 7.084986e-09 9.680723e-09
[15,] 9.132691e-10 1.532877e-09 2.495099e-09 3.898202e-09 5.806015e-09
[16,] 3.734040e-10 7.065125e-10 1.281247e-09 2.204686e-09 3.578922e-09
[17,] 1.587400e-10 3.365912e-10 6.742255e-10 1.266908e-09 2.225383e-09
[18,] 6.818500e-11 1.590589e-10 3.466332e-10 7.031260e-10 1.325458e-09
[19,] 2.803060e-11 7.059813e-11 1.651869e-10 3.584421e-10 7.208299e-10
[20,] 1.093190e-11 2.905328e-11 7.183674e-11 1.649422e-10 3.512960e-10
[21,] 4.720203e-12 1.249522e-11 3.121084e-11 7.328012e-11 1.611785e-10
[22,] 3.194554e-12 7.868576e-12 1.842537e-11 4.107947e-11 8.719365e-11
[23,] 3.260634e-12 7.845095e-12 1.767932e-11 3.746391e-11 7.497887e-11
[24,] 3.500849e-12 8.717333e-12 2.016679e-11 4.343034e-11 8.730119e-11
[25,] 3.378852e-12 8.846571e-12 2.148016e-11 4.839954e-11 1.013281e-10
[26,] 2.871262e-12 7.878501e-12 2.010299e-11 4.763591e-11 1.048046e-10
[27,] 2.258393e-12 6.315974e-12 1.668013e-11 4.123296e-11 9.502037e-11
[28,] 1.973595e-12 5.097760e-12 1.316928e-11 3.282717e-11 7.760092e-11
[29,] 2.705512e-12 5.382529e-12 1.192292e-11 2.741881e-11 6.261025e-11
[30,] 6.294720e-12 9.251664e-12 1.577684e-11 2.993358e-11 5.998562e-11
[31,] 1.857632e-11 2.261286e-11 3.078550e-11 4.712497e-11 7.895764e-11
[32,] 5.619075e-11 6.248999e-11 7.388530e-11 9.544809e-11 1.354597e-10
[33,] 1.592517e-10 1.712108e-10 1.882377e-10 2.174826e-10 2.698448e-10
[34,] 4.076325e-10 4.365746e-10 4.664023e-10 5.073806e-10 5.745875e-10
[35,] 9.289328e-10 1.006677e-09 1.071500e-09 1.137000e-09 1.224069e-09
[36,] 1.878458e-09 2.075636e-09 2.231111e-09 2.358165e-09 2.483577e-09
[37,] 3.383486e-09 3.821128e-09 4.175559e-09 4.447228e-09 4.662323e-09
[38,] 5.480078e-09 6.311728e-09 7.024476e-09 7.582176e-09 7.990965e-09
[39,] 8.091653e-09 9.444299e-09 1.068070e-08 1.170136e-08 1.245944e-08
[40,] 1.105297e-08 1.295450e-08 1.480421e-08 1.643108e-08 1.770339e-08
[41,] 1.410603e-08 1.645991e-08 1.887083e-08 2.112759e-08 2.301092e-08
[42,] 1.681789e-08 1.945856e-08 2.224700e-08 2.499701e-08 2.744826e-08
[43,] 1.853238e-08 2.131292e-08 2.425086e-08 2.724251e-08 3.006526e-08
[44,] 1.855948e-08 2.137872e-08 2.428108e-08 2.724989e-08 3.015888e-08
[45,] 1.660082e-08 1.934577e-08 2.208115e-08 2.482743e-08 2.755142e-08
[46,] 1.307160e-08 1.556269e-08 1.800489e-08 2.039869e-08 2.275126e-08
[47,] 8.963902e-09 1.099462e-08 1.300405e-08 1.495371e-08 1.684054e-08
[48,] 5.313488e-09 6.758455e-09 8.234181e-09 9.683190e-09 1.107853e-08
[49,] 2.708713e-09 3.590672e-09 4.534258e-09 5.490776e-09 6.424461e-09
[50,] 1.183442e-09 1.640992e-09 2.158195e-09 2.707060e-09 3.259961e-09
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 3.581991e-09 2.623146e-09 1.810450e-09 1.172514e-09 7.102741e-10
 [2,] 8.256368e-09 6.334023e-09 4.596100e-09 3.138114e-09 2.008509e-09
 [3,] 1.642970e-08 1.316361e-08 1.001732e-08 7.196705e-09 4.859574e-09
 [4,] 2.835487e-08 2.364475e-08 1.881556e-08 1.419013e-08 1.009094e-08
 [5,] 4.267432e-08 3.690412e-08 3.060939e-08 2.416718e-08 1.806013e-08
 [6,] 5.636808e-08 5.038253e-08 4.341024e-08 3.577273e-08 2.802371e-08
 [7,] 6.582160e-08 6.065130e-08 5.411811e-08 4.640447e-08 3.800680e-08
 [8,] 6.847695e-08 6.498258e-08 5.991766e-08 5.332100e-08 4.554579e-08
 [9,] 6.396962e-08 6.259612e-08 5.962062e-08 5.498909e-08 4.890386e-08
[10,] 5.406891e-08 5.477120e-08 5.400438e-08 5.166441e-08 4.783734e-08
[11,] 4.166805e-08 4.397966e-08 4.511267e-08 4.492215e-08 4.340555e-08
[12,] 2.957687e-08 3.279612e-08 3.524497e-08 3.673879e-08 3.720063e-08
[13,] 1.968696e-08 2.313471e-08 2.624337e-08 2.880552e-08 3.068830e-08
[14,] 1.267857e-08 1.590671e-08 1.915192e-08 2.220654e-08 2.490371e-08
[15,] 8.216465e-09 1.104484e-08 1.413373e-08 1.728801e-08 2.031740e-08
[16,] 5.467736e-09 7.863298e-09 1.066960e-08 1.371485e-08 1.679018e-08
[17,] 3.650118e-09 5.594122e-09 8.027683e-09 1.082372e-08 1.377658e-08
[18,] 2.321509e-09 3.780770e-09 5.734790e-09 8.122942e-09 1.078350e-08
[19,] 1.343495e-09 2.322168e-09 3.726611e-09 5.562715e-09 7.743788e-09
[20,] 6.936712e-10 1.269920e-09 2.156543e-09 3.400590e-09 4.987830e-09
[21,] 3.311865e-10 6.344732e-10 1.131875e-09 1.879500e-09 2.906182e-09
[22,] 1.759218e-10 3.365176e-10 6.084866e-10 1.037144e-09 1.662889e-09
[23,] 1.423560e-10 2.574334e-10 4.447518e-10 7.352688e-10 1.163446e-09
[24,] 1.643770e-10 2.911826e-10 4.878270e-10 7.774356e-10 1.185509e-09
[25,] 1.974844e-10 3.592683e-10 6.123021e-10 9.822429e-10 1.491772e-09
[26,] 2.142226e-10 4.073553e-10 7.221564e-10 1.197194e-09 1.863653e-09
[27,] 2.037732e-10 4.064934e-10 7.547353e-10 1.306261e-09 2.112713e-09
[28,] 1.724244e-10 3.584039e-10 6.952964e-10 1.257974e-09 2.123807e-09
[29,] 1.383868e-10 2.916814e-10 5.809544e-10 1.087449e-09 1.907210e-09
[30,] 1.220015e-10 2.452784e-10 4.789216e-10 8.969968e-10 1.597356e-09
[31,] 1.393666e-10 2.510632e-10 4.517797e-10 8.002227e-10 1.379583e-09
[32,] 2.071235e-10 3.308963e-10 5.375505e-10 8.719106e-10 1.396413e-09
[33,] 3.614640e-10 5.153095e-10 7.624217e-10 1.142483e-09 1.703751e-09
[34,] 6.891634e-10 8.797418e-10 1.183159e-09 1.643227e-09 2.306797e-09
[35,] 1.360977e-09 1.583993e-09 1.937909e-09 2.474855e-09 3.249299e-09
[36,] 2.645266e-09 2.890049e-09 3.272097e-09 3.851426e-09 4.690240e-09
[37,] 4.868299e-09 5.126600e-09 5.505342e-09 6.073679e-09 6.897740e-09
[38,] 8.297771e-09 8.578762e-09 8.923101e-09 9.417386e-09 1.013474e-08
[39,] 1.297403e-08 1.332232e-08 1.361601e-08 1.397170e-08 1.448486e-08
[40,] 1.857052e-08 1.907549e-08 1.933581e-08 1.950273e-08 1.971493e-08
[41,] 2.436540e-08 2.514976e-08 2.544438e-08 2.541570e-08 2.525456e-08
[42,] 2.934585e-08 3.052756e-08 3.097835e-08 3.082807e-08 3.029606e-08
[43,] 3.242614e-08 3.405640e-08 3.480839e-08 3.470831e-08 3.394060e-08
[44,] 3.276507e-08 3.476734e-08 3.590911e-08 3.607642e-08 3.534308e-08
[45,] 3.011519e-08 3.227681e-08 3.375405e-08 3.432572e-08 3.392201e-08
[46,] 2.501864e-08 2.706542e-08 2.867250e-08 2.959913e-08 2.967396e-08
[47,] 1.866230e-08 2.037220e-08 2.185085e-08 2.291820e-08 2.338804e-08
[48,] 1.241637e-08 1.368968e-08 1.485623e-08 1.582148e-08 1.645164e-08
[49,] 7.319081e-09 8.171522e-09 8.973745e-09 9.692626e-09 1.026103e-08
[50,] 3.797420e-09 4.311043e-09 4.798778e-09 5.253851e-09 5.653413e-09
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 4.015224e-10 2.114839e-10 1.036812e-10 4.729357e-11 2.007643e-11
 [2,] 1.201823e-09 6.711076e-10 3.493731e-10 1.695214e-10 7.671085e-11
 [3,] 3.074686e-09 1.819195e-09 1.005548e-09 5.192450e-10 2.507660e-10
 [4,] 6.742548e-09 4.224032e-09 2.478853e-09 1.363199e-09 7.037706e-10
 [5,] 1.272469e-08 8.433814e-09 5.254733e-09 3.080523e-09 1.703713e-09
 [6,] 2.078354e-08 1.456025e-08 9.632354e-09 6.027187e-09 3.580053e-09
 [7,] 2.961255e-08 2.190557e-08 1.538876e-08 1.029191e-08 6.582827e-09
 [8,] 3.720873e-08 2.903334e-08 2.165959e-08 1.550106e-08 1.069773e-08
 [9,] 4.182926e-08 3.439620e-08 2.724457e-08 2.087153e-08 1.554628e-08
[10,] 4.282377e-08 3.709247e-08 3.117318e-08 2.553029e-08 2.047017e-08
[11,] 4.071965e-08 3.715848e-08 3.309020e-08 2.886991e-08 2.476154e-08
[12,] 3.666598e-08 3.526757e-08 3.320213e-08 3.068287e-08 2.788873e-08
[13,] 3.183402e-08 3.224444e-08 3.196193e-08 3.105298e-08 2.959169e-08
[14,] 2.712579e-08 2.879007e-08 2.983080e-08 3.019451e-08 2.984943e-08
[15,] 2.306323e-08 2.539802e-08 2.720758e-08 2.837894e-08 2.881024e-08
[16,] 1.969492e-08 2.226429e-08 2.436825e-08 2.589348e-08 2.673279e-08
[17,] 1.664989e-08 1.923070e-08 2.136238e-08 2.294369e-08 2.390592e-08
[18,] 1.348202e-08 1.596977e-08 1.804536e-08 1.958950e-08 2.055886e-08
[19,] 1.009017e-08 1.236634e-08 1.434458e-08 1.586625e-08 1.686994e-08
[20,] 6.822686e-09 8.735870e-09 1.052479e-08 1.201327e-08 1.310241e-08
[21,] 4.190175e-09 5.647671e-09 7.144557e-09 8.532853e-09 9.698202e-09
[22,] 2.505386e-09 3.548251e-09 4.733050e-09 5.969948e-09 7.164652e-09
[23,] 1.760604e-09 2.544965e-09 3.511504e-09 4.627080e-09 5.835881e-09
[24,] 1.738743e-09 2.462075e-09 3.372799e-09 4.472289e-09 5.738764e-09
[25,] 2.159358e-09 3.000060e-09 4.026265e-09 5.244843e-09 6.648844e-09
[26,] 2.738648e-09 3.823524e-09 5.108021e-09 6.576374e-09 8.208526e-09
[27,] 3.204620e-09 4.580381e-09 6.205687e-09 8.024378e-09 9.973708e-09
[28,] 3.351548e-09 4.958196e-09 6.904794e-09 9.100547e-09 1.142538e-08
[29,] 3.130533e-09 4.811345e-09 6.937082e-09 9.414695e-09 1.208431e-08
[30,] 2.688330e-09 4.260453e-09 6.348256e-09 8.896915e-09 1.175312e-08
[31,] 2.293272e-09 3.647067e-09 5.515840e-09 7.902291e-09 1.070547e-08
[32,] 2.191884e-09 3.350764e-09 4.957623e-09 7.055928e-09 9.609507e-09
[33,] 2.502429e-09 3.600491e-09 5.058744e-09 6.920682e-09 9.185572e-09
[34,] 3.217795e-09 4.411362e-09 5.910061e-09 7.721080e-09 9.829716e-09
[35,] 4.308166e-09 5.678007e-09 7.354619e-09 9.300870e-09 1.145361e-08
[36,] 5.844137e-09 7.346809e-09 9.191783e-09 1.132034e-08 1.362531e-08
[37,] 8.035721e-09 9.527978e-09 1.137991e-08 1.354222e-08 1.590097e-08
[38,] 1.112981e-08 1.243683e-08 1.406451e-08 1.598298e-08 1.810718e-08
[39,] 1.521500e-08 1.618447e-08 1.738671e-08 1.879298e-08 2.034880e-08
[40,] 2.006278e-08 2.057411e-08 2.122448e-08 2.196289e-08 2.273538e-08
[41,] 2.511316e-08 2.506352e-08 2.509143e-08 2.512535e-08 2.508362e-08
[42,] 2.960828e-08 2.892119e-08 2.828141e-08 2.763478e-08 2.687740e-08
[43,] 3.277298e-08 3.145670e-08 3.014446e-08 2.885838e-08 2.751753e-08
[44,] 3.394102e-08 3.217074e-08 3.029322e-08 2.845065e-08 2.664720e-08
[45,] 3.265784e-08 3.079218e-08 2.863273e-08 2.643045e-08 2.431073e-08
[46,] 2.887015e-08 2.732580e-08 2.529795e-08 2.307196e-08 2.086885e-08
[47,] 2.314177e-08 2.218483e-08 2.065563e-08 1.878106e-08 1.679941e-08
[48,] 1.661654e-08 1.624356e-08 1.535554e-08 1.407175e-08 1.257030e-08
[49,] 1.058931e-08 1.059557e-08 1.024106e-08 9.552757e-09 8.620319e-09
[50,] 5.954744e-09 6.103861e-09 6.054586e-09 5.789379e-09 5.331103e-09
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 7.939520e-12 2.930899e-12 1.013304e-12 3.296995e-13 1.016148e-13
 [2,] 3.242590e-11 1.284077e-11 4.785042e-12 1.688215e-12 5.681491e-13
 [3,] 1.135388e-10 4.838682e-11 1.951990e-11 7.507460e-12 2.774110e-12
 [4,] 3.422507e-10 1.575913e-10 6.916863e-11 2.915628e-11 1.188328e-11
 [5,] 8.929257e-10 4.462350e-10 2.141703e-10 9.938805e-11 4.479133e-11
 [6,] 2.029731e-09 1.105811e-09 5.827632e-10 2.984551e-10 1.486714e-10
 [7,] 4.051305e-09 2.414368e-09 1.399925e-09 7.908064e-10 4.339238e-10
 [8,] 7.161679e-09 4.673336e-09 2.977772e-09 1.848192e-09 1.110394e-09
 [9,] 1.131339e-08 8.062351e-09 5.617001e-09 3.803909e-09 2.483031e-09
[10,] 1.611715e-08 1.245583e-08 9.405669e-09 6.885201e-09 4.840342e-09
[11,] 2.090255e-08 1.732447e-08 1.401218e-08 1.096447e-08 8.222730e-09
[12,] 2.493047e-08 2.185201e-08 1.866874e-08 1.542102e-08 1.220943e-08
[13,] 2.764256e-08 2.525162e-08 2.245742e-08 1.932245e-08 1.596661e-08
[14,] 2.879625e-08 2.706949e-08 2.473243e-08 2.187775e-08 1.863876e-08
[15,] 2.843784e-08 2.726036e-08 2.534345e-08 2.280696e-08 1.980888e-08
[16,] 2.679803e-08 2.604987e-08 2.452260e-08 2.232638e-08 1.962774e-08
[17,] 2.419391e-08 2.376949e-08 2.263390e-08 2.084976e-08 1.854489e-08
[18,] 2.095204e-08 2.077598e-08 2.003580e-08 1.874997e-08 1.697456e-08
[19,] 1.737477e-08 1.743332e-08 1.708604e-08 1.634339e-08 1.520185e-08
[20,] 1.378570e-08 1.412046e-08 1.417300e-08 1.397042e-08 1.348644e-08
[21,] 1.059443e-08 1.124444e-08 1.170425e-08 1.200940e-08 1.213500e-08
[22,] 8.250439e-09 9.207113e-09 1.005241e-08 1.080610e-08 1.144549e-08
[23,] 7.075481e-09 8.296205e-09 9.471005e-09 1.058522e-08 1.160731e-08
[24,] 7.126205e-09 8.572382e-09 1.001266e-08 1.138969e-08 1.264890e-08
[25,] 8.206619e-09 9.855652e-09 1.150781e-08 1.306542e-08 1.443814e-08
[26,] 9.972112e-09 1.180869e-08 1.362505e-08 1.530011e-08 1.670807e-08
[27,] 1.199249e-08 1.401498e-08 1.595519e-08 1.769650e-08 1.910095e-08
[28,] 1.375894e-08 1.599848e-08 1.805521e-08 1.983526e-08 2.122491e-08
[29,] 1.475805e-08 1.726556e-08 1.948146e-08 2.132156e-08 2.271587e-08
[30,] 1.469213e-08 1.747441e-08 1.990591e-08 2.187103e-08 2.332287e-08
[31,] 1.372024e-08 1.667842e-08 1.931996e-08 2.146201e-08 2.303045e-08
[32,] 1.247732e-08 1.542247e-08 1.816383e-08 2.045502e-08 2.215421e-08
[33,] 1.177787e-08 1.453012e-08 1.719871e-08 1.951966e-08 2.128706e-08
[34,] 1.218474e-08 1.467872e-08 1.713725e-08 1.933583e-08 2.105173e-08
[35,] 1.373276e-08 1.604260e-08 1.826207e-08 2.023502e-08 2.178014e-08
[36,] 1.597240e-08 1.822790e-08 2.027481e-08 2.200775e-08 2.331591e-08
[37,] 1.829029e-08 2.052884e-08 2.246322e-08 2.399235e-08 2.505793e-08
[38,] 2.029101e-08 2.234744e-08 2.409450e-08 2.540530e-08 2.623022e-08
[39,] 2.196204e-08 2.349864e-08 2.480307e-08 2.574328e-08 2.625549e-08
[40,] 2.349136e-08 2.417308e-08 2.470602e-08 2.500997e-08 2.503239e-08
[41,] 2.491357e-08 2.460251e-08 2.416120e-08 2.360139e-08 2.293108e-08
[42,] 2.592163e-08 2.474331e-08 2.338852e-08 2.194460e-08 2.050207e-08
[43,] 2.600792e-08 2.425878e-08 2.228744e-08 2.019482e-08 1.812289e-08
[44,] 2.479265e-08 2.278266e-08 2.057389e-08 1.821842e-08 1.584648e-08
[45,] 2.226763e-08 2.021646e-08 1.807313e-08 1.581866e-08 1.352001e-08
[46,] 1.879170e-08 1.683033e-08 1.491410e-08 1.298068e-08 1.102501e-08
[47,] 1.488718e-08 1.312181e-08 1.149221e-08 9.944314e-09 8.434028e-09
[48,] 1.102952e-08 9.576139e-09 8.262404e-09 7.077864e-09 5.983976e-09
[49,] 7.568027e-09 6.515059e-09 5.542694e-09 4.682059e-09 3.924278e-09
[50,] 4.738957e-09 4.090009e-09 3.455168e-09 2.880743e-09 2.382871e-09
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.989673e-14 8.463342e-15 2.319459e-15 6.169387e-16 1.589238e-16
 [2,] 1.838208e-13 5.754763e-14 1.748660e-14 5.150061e-15 1.461996e-15
 [3,] 9.914264e-13 3.439340e-13 1.157284e-13 3.758293e-14 1.168924e-14
 [4,] 4.701996e-12 1.805962e-12 6.703284e-13 2.386738e-13 8.083511e-14
 [5,] 1.961175e-11 8.309987e-12 3.383457e-12 1.312646e-12 4.813569e-13
 [6,] 7.178742e-11 3.337183e-11 1.481081e-11 6.223992e-12 2.459212e-12
 [7,] 2.297673e-10 1.164239e-10 5.597516e-11 2.534810e-11 1.074878e-11
 [8,] 6.403348e-10 3.513304e-10 1.819720e-10 8.841856e-11 4.011228e-11
 [9,] 1.547995e-09 9.139615e-10 5.075132e-10 2.636494e-10 1.276391e-10
[10,] 3.238159e-09 2.045440e-09 1.212469e-09 6.713629e-10 3.461024e-10
[11,] 5.858588e-09 3.936827e-09 2.480884e-09 1.459928e-09 7.997964e-10
[12,] 9.189485e-09 6.529082e-09 4.354569e-09 2.714629e-09 1.576747e-09
[13,] 1.257691e-08 9.379473e-09 6.584239e-09 4.330404e-09 2.658729e-09
[14,] 1.520037e-08 1.179123e-08 8.648436e-09 5.966587e-09 3.855273e-09
[15,] 1.653650e-08 1.320059e-08 1.002033e-08 7.193253e-09 4.859215e-09
[16,] 1.662284e-08 1.351620e-08 1.050571e-08 7.767183e-09 5.434570e-09
[17,] 1.589541e-08 1.309826e-08 1.034503e-08 7.801926e-09 5.594706e-09
[18,] 1.481700e-08 1.243018e-08 9.990191e-09 7.667577e-09 5.601315e-09
[19,] 1.367808e-08 1.183805e-08 9.803555e-09 7.733437e-09 5.789138e-09
[20,] 1.266738e-08 1.148102e-08 9.959178e-09 8.210516e-09 6.397896e-09
[21,] 1.199489e-08 1.148306e-08 1.053564e-08 9.179357e-09 7.540398e-09
[22,] 1.188078e-08 1.197136e-08 1.158170e-08 1.065006e-08 9.233125e-09
[23,] 1.245718e-08 1.299715e-08 1.306245e-08 1.252515e-08 1.136104e-08
[24,] 1.371881e-08 1.449048e-08 1.481840e-08 1.455692e-08 1.362289e-08
[25,] 1.554776e-08 1.631683e-08 1.665305e-08 1.645102e-08 1.562436e-08
[26,] 1.774512e-08 1.834261e-08 1.845926e-08 1.806342e-08 1.712703e-08
[27,] 2.003889e-08 2.042330e-08 2.022756e-08 1.947699e-08 1.822450e-08
[28,] 2.209826e-08 2.234872e-08 2.192688e-08 2.086064e-08 1.924593e-08
[29,] 2.358358e-08 2.383295e-08 2.339021e-08 2.223961e-08 2.044864e-08
[30,] 2.424225e-08 2.459678e-08 2.432933e-08 2.338399e-08 2.175219e-08
[31,] 2.403808e-08 2.452563e-08 2.450337e-08 2.392969e-08 2.273867e-08
[32,] 2.324780e-08 2.381349e-08 2.394378e-08 2.367396e-08 2.295654e-08
[33,] 2.241718e-08 2.296093e-08 2.305339e-08 2.282478e-08 2.232201e-08
[34,] 2.213538e-08 2.256514e-08 2.244996e-08 2.197033e-08 2.128459e-08
[35,] 2.273187e-08 2.300083e-08 2.262006e-08 2.174283e-08 2.058278e-08
[36,] 2.407825e-08 2.418910e-08 2.360821e-08 2.240373e-08 2.075306e-08
[37,] 2.561218e-08 2.559395e-08 2.494032e-08 2.363228e-08 2.174315e-08
[38,] 2.657462e-08 2.644797e-08 2.582411e-08 2.464673e-08 2.288064e-08
[39,] 2.635515e-08 2.609932e-08 2.552227e-08 2.459057e-08 2.321439e-08
[40,] 2.477968e-08 2.431440e-08 2.370789e-08 2.297459e-08 2.203578e-08
[41,] 2.217152e-08 2.137407e-08 2.060892e-08 1.991907e-08 1.926671e-08
[42,] 1.913463e-08 1.790287e-08 1.686261e-08 1.605389e-08 1.546660e-08
[43,] 1.620535e-08 1.453945e-08 1.318419e-08 1.216760e-08 1.148276e-08
[44,] 1.361580e-08 1.166013e-08 1.006203e-08 8.852545e-09 8.021857e-09
[45,] 1.130448e-08 9.309682e-09 7.638856e-09 6.340968e-09 5.414768e-09
[46,] 9.108519e-09 7.331991e-09 5.793677e-09 4.556558e-09 3.637194e-09
[47,] 6.960442e-09 5.567672e-09 4.321828e-09 3.280888e-09 2.474126e-09
[48,] 4.950414e-09 3.975383e-09 3.084204e-09 2.312901e-09 1.689359e-09
[49,] 3.243678e-09 2.620150e-09 2.050342e-09 1.545626e-09 1.122032e-09
[50,] 1.954783e-09 1.580649e-09 1.247923e-09 9.529180e-10 6.992369e-10
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.940886e-17 9.330444e-18 2.091590e-18 4.407045e-19 8.678076e-20
 [2,] 3.968724e-16 1.021569e-16 2.474780e-17 5.608618e-18 1.183837e-18
 [3,] 3.452727e-15 9.611149e-16 2.505612e-16 6.088916e-17 1.374658e-17
 [4,] 2.583773e-14 7.743670e-15 2.165367e-15 5.629353e-16 1.357195e-16
 [5,] 1.657248e-13 5.329038e-14 1.594421e-14 4.426783e-15 1.138410e-15
 [6,] 9.086054e-13 3.126444e-13 9.990171e-14 2.958500e-14 8.108533e-15
 [7,] 4.249627e-12 1.561597e-12 5.321864e-13 1.679472e-13 4.902664e-14
 [8,] 1.693246e-11 6.634671e-12 2.408996e-12 8.095619e-13 2.515880e-13
 [9,] 5.742710e-11 2.396491e-11 9.263140e-12 3.313085e-12 1.095680e-12
[10,] 1.657230e-10 7.357941e-11 3.025494e-11 1.151108e-11 4.049738e-12
[11,] 4.069876e-10 1.920590e-10 8.395105e-11 3.396049e-11 1.270537e-11
[12,] 8.512907e-10 4.264864e-10 1.980091e-10 8.511338e-11 3.384711e-11
[13,] 1.519665e-09 8.069581e-10 3.974737e-10 1.813884e-10 7.662376e-11
[14,] 2.325095e-09 1.305365e-09 6.808471e-10 3.293999e-10 1.476528e-10
[15,] 3.075889e-09 1.818223e-09 1.000963e-09 5.121180e-10 2.431081e-10
[16,] 3.581504e-09 2.213875e-09 1.279134e-09 6.888624e-10 3.450140e-10
[17,] 3.797816e-09 2.430048e-09 1.459948e-09 8.208166e-10 4.306514e-10
[18,] 3.881389e-09 2.542531e-09 1.569265e-09 9.098003e-10 4.941012e-10
[19,] 4.099747e-09 2.739514e-09 1.723457e-09 1.018820e-09 5.649507e-10
[20,] 4.693140e-09 3.231493e-09 2.084509e-09 1.258064e-09 7.098090e-10
[21,] 5.809540e-09 4.183001e-09 2.807980e-09 1.754711e-09 1.019878e-09
[22,] 7.501256e-09 5.686579e-09 4.010799e-09 2.626813e-09 1.595524e-09
[23,] 9.681819e-09 7.712015e-09 5.720643e-09 3.941511e-09 2.517950e-09
[24,] 1.205251e-08 1.001688e-08 7.781909e-09 5.630467e-09 3.784047e-09
[25,] 1.415808e-08 1.215017e-08 9.811567e-09 7.416819e-09 5.227527e-09
[26,] 1.564509e-08 1.367187e-08 1.134654e-08 8.883576e-09 6.524880e-09
[27,] 1.653230e-08 1.447477e-08 1.215675e-08 9.726379e-09 7.363591e-09
[28,] 1.721648e-08 1.491364e-08 1.247228e-08 1.002245e-08 7.693208e-09
[29,] 1.816282e-08 1.557414e-08 1.288118e-08 1.025897e-08 7.844979e-09
[30,] 1.950972e-08 1.682217e-08 1.391583e-08 1.102899e-08 8.365171e-09
[31,] 2.089877e-08 1.846737e-08 1.560986e-08 1.257271e-08 9.624265e-09
[32,] 2.169622e-08 1.982472e-08 1.737272e-08 1.449927e-08 1.146329e-08
[33,] 2.148500e-08 2.019140e-08 1.834459e-08 1.595594e-08 1.317710e-08
[34,] 2.045075e-08 1.940772e-08 1.802640e-08 1.620203e-08 1.393636e-08
[35,] 1.932278e-08 1.804123e-08 1.669633e-08 1.517620e-08 1.338499e-08
[36,] 1.888990e-08 1.702053e-08 1.525432e-08 1.358601e-08 1.193639e-08
[37,] 1.945072e-08 1.699611e-08 1.460791e-08 1.243291e-08 1.051003e-08
[38,] 2.057409e-08 1.788641e-08 1.505831e-08 1.233954e-08 9.914308e-09
[39,] 2.131311e-08 1.889406e-08 1.609276e-08 1.314827e-08 1.032823e-08
[40,] 2.074618e-08 1.897518e-08 1.669575e-08 1.402721e-08 1.120738e-08
[41,] 1.851544e-08 1.747334e-08 1.598187e-08 1.400183e-08 1.164719e-08
[42,] 1.500695e-08 1.449901e-08 1.373704e-08 1.256857e-08 1.096448e-08
[43,] 1.106944e-08 1.080015e-08 1.049464e-08 9.969990e-09 9.106642e-09
[44,] 7.523661e-09 7.270550e-09 7.133235e-09 6.958827e-09 6.610079e-09
[45,] 4.822562e-09 4.499935e-09 4.358965e-09 4.293061e-09 4.192212e-09
[46,] 3.013125e-09 2.636915e-09 2.446819e-09 2.372266e-09 2.339014e-09
[47,] 1.897786e-09 1.523082e-09 1.307746e-09 1.204586e-09 1.166022e-09
[48,] 1.222170e-09 9.000455e-10 6.982970e-10 5.866925e-10 5.349489e-10
[49,] 7.899135e-10 5.487006e-10 3.876296e-10 2.899737e-10 2.375526e-10
[50,] 4.923909e-10 3.347845e-10 2.235663e-10 1.514318e-10 1.089261e-10
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.590291e-20 2.704077e-21 4.257660e-22 6.199216e-23 8.339056e-24
 [2,] 2.319930e-19 4.211715e-20 7.072998e-21 1.097679e-21 1.573190e-22
 [3,] 2.876512e-18 5.570085e-19 9.970414e-20 1.648545e-20 2.516553e-21
 [4,] 3.029269e-17 6.252233e-18 1.192304e-18 2.099678e-19 3.413219e-20
 [5,] 2.708210e-16 5.954656e-17 1.209367e-17 2.267774e-18 3.925067e-19
 [6,] 2.054791e-15 4.811201e-16 1.040381e-16 2.076979e-17 3.827017e-18
 [7,] 1.322865e-14 3.297518e-15 7.590600e-16 1.613068e-16 3.163860e-17
 [8,] 7.225840e-14 1.917106e-14 4.696934e-15 1.062371e-15 2.217887e-16
 [9,] 3.348717e-13 9.454486e-14 2.465040e-14 5.933693e-15 1.318412e-15
[10,] 1.316768e-12 3.955403e-13 1.097325e-13 2.810804e-14 6.646372e-15
[11,] 4.393824e-12 1.403980e-12 4.143803e-13 1.129377e-13 2.841723e-14
[12,] 1.244534e-11 4.229161e-12 1.327713e-12 3.849683e-13 1.030639e-13
[13,] 2.994116e-11 1.081648e-11 3.610981e-12 1.113606e-12 3.171591e-13
[14,] 6.126477e-11 2.351387e-11 8.343348e-12 2.735684e-12 8.285991e-13
[15,] 1.069464e-10 4.355635e-11 1.641084e-11 5.716722e-12 1.840330e-12
[16,] 1.604260e-10 6.916061e-11 2.761411e-11 1.020309e-11 3.486391e-12
[17,] 2.103705e-10 9.550437e-11 4.023483e-11 1.571122e-11 5.681154e-12
[18,] 2.507556e-10 1.186691e-10 5.227562e-11 2.140298e-11 8.134035e-12
[19,] 2.933932e-10 1.424858e-10 6.461989e-11 2.733107e-11 1.076700e-11
[20,] 3.741938e-10 1.842571e-10 8.472554e-11 3.637098e-11 1.457151e-11
[21,] 5.511254e-10 2.768804e-10 1.293489e-10 5.621188e-11 2.273533e-11
[22,] 8.981008e-10 4.682998e-10 2.261767e-10 1.011905e-10 4.194889e-11
[23,] 1.489616e-09 8.154498e-10 4.128540e-10 1.932619e-10 8.363568e-11
[24,] 2.357800e-09 1.360270e-09 7.259618e-10 3.581793e-10 1.633053e-10
[25,] 3.425319e-09 2.082149e-09 1.172391e-09 6.108270e-10 2.942524e-10
[26,] 4.476157e-09 2.858520e-09 1.695190e-09 9.318985e-10 4.742871e-10
[27,] 5.243960e-09 3.495851e-09 2.173350e-09 1.256480e-09 6.740948e-10
[28,] 5.605669e-09 3.854459e-09 2.488183e-09 1.501617e-09 8.444338e-10
[29,] 5.736621e-09 3.992001e-09 2.630118e-09 1.632621e-09 9.506760e-10
[30,] 6.063951e-09 4.193518e-09 2.759629e-09 1.722714e-09 1.016562e-09
[31,] 6.991102e-09 4.815181e-09 3.143281e-09 1.943950e-09 1.138235e-09
[32,] 8.552957e-09 6.008077e-09 3.968548e-09 2.464069e-09 1.438527e-09
[33,] 1.026697e-08 7.513045e-09 5.147823e-09 3.296626e-09 1.971379e-09
[34,] 1.136652e-08 8.728508e-09 6.278996e-09 4.216689e-09 2.637537e-09
[35,] 1.131664e-08 9.078275e-09 6.855971e-09 4.846927e-09 3.195220e-09
[36,] 1.022469e-08 8.430781e-09 6.615670e-09 4.896357e-09 3.395663e-09
[37,] 8.796120e-09 7.222473e-09 5.747228e-09 4.377715e-09 3.158724e-09
[38,] 7.862920e-09 6.172121e-09 4.778584e-09 3.616031e-09 2.642736e-09
[39,] 7.846047e-09 5.811242e-09 4.228795e-09 3.035084e-09 2.143571e-09
[40,] 8.511811e-09 6.165367e-09 4.287813e-09 2.889293e-09 1.903590e-09
[41,] 9.148923e-09 6.771515e-09 4.727059e-09 3.125164e-09 1.970853e-09
[42,] 9.036839e-09 6.996018e-09 5.072358e-09 3.442559e-09 2.191178e-09
[43,] 7.895672e-09 6.441062e-09 4.916522e-09 3.500721e-09 2.322460e-09
[44,] 6.009592e-09 5.165465e-09 4.163760e-09 3.131865e-09 2.191876e-09
[45,] 3.968390e-09 3.580253e-09 3.043460e-09 2.420074e-09 1.792205e-09
[46,] 2.278819e-09 2.142979e-09 1.913569e-09 1.605559e-09 1.257684e-09
[47,] 1.147424e-09 1.111871e-09 1.035958e-09 9.136815e-10 7.555191e-10
[48,] 5.154317e-10 5.046700e-10 4.850849e-10 4.468457e-10 3.886441e-10
[49,] 2.136452e-10 2.042249e-10 1.983922e-10 1.887262e-10 1.715933e-10
[50,] 8.664914e-11 7.654901e-11 7.234903e-11 6.955047e-11 6.535696e-11

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
  4.709e+05    9.572e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7xgwf1226515171.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z))
> op
$xords
 [1] 268167.1 270942.0 273716.8 276491.7 279266.5 282041.4 284816.2 287591.1
 [9] 290365.9 293140.8 295915.7 298690.5 301465.4 304240.2 307015.1 309789.9
[17] 312564.8 315339.6 318114.5 320889.3 323664.2 326439.0 329213.9 331988.7
[25] 334763.6 337538.4 340313.3 343088.1 345863.0 348637.8 351412.7 354187.5
[33] 356962.4 359737.2 362512.1 365286.9 368061.8 370836.6 373611.5 376386.3
[41] 379161.2 381936.1 384710.9 387485.8 390260.6 393035.5 395810.3 398585.2
[49] 401360.0 404134.9

$yords
 [1] 397469.6 402883.4 408297.1 413710.8 419124.6 424538.3 429952.0 435365.7
 [9] 440779.5 446193.2 451606.9 457020.7 462434.4 467848.1 473261.8 478675.6
[17] 484089.3 489503.0 494916.8 500330.5 505744.2 511157.9 516571.7 521985.4
[25] 527399.1 532812.9 538226.6 543640.3 549054.1 554467.8 559881.5 565295.2
[33] 570709.0 576122.7 581536.4 586950.2 592363.9 597777.6 603191.3 608605.1
[41] 614018.8 619432.5 624846.3 630260.0 635673.7 641087.4 646501.2 651914.9
[49] 657328.6 662742.4

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.973856e-12 3.231460e-11 8.987831e-11 2.145123e-10 4.392373e-10
 [2,] 4.004197e-12 1.524976e-11 5.005117e-11 1.412301e-10 3.422224e-10
 [3,] 1.307674e-12 5.658732e-12 2.154529e-11 7.125228e-11 2.033653e-10
 [4,] 4.404467e-13 1.887812e-12 7.725444e-12 2.874416e-11 9.462000e-11
 [5,] 2.957829e-13 8.159375e-13 2.947683e-12 1.078328e-11 3.761915e-11
 [6,] 1.097609e-12 8.508909e-13 1.716478e-12 5.186728e-12 1.636980e-11
 [7,] 7.878635e-12 3.996229e-12 2.532887e-12 3.825292e-12 9.942881e-12
 [8,] 4.606528e-11 2.624874e-11 1.331186e-11 7.427536e-12 8.549642e-12
 [9,] 2.000021e-10 1.350179e-10 7.866393e-11 4.032748e-11 2.089338e-11
[10,] 6.433090e-10 5.156106e-10 3.562217e-10 2.125347e-10 1.109211e-10
[11,] 1.542100e-09 1.463660e-09 1.199269e-09 8.485154e-10 5.191802e-10
[12,] 2.780845e-09 3.112302e-09 3.013926e-09 2.525218e-09 1.831077e-09
[13,] 3.822983e-09 5.015414e-09 5.709936e-09 5.639828e-09 4.832817e-09
[14,] 4.078722e-09 6.225932e-09 8.274222e-09 9.571934e-09 9.637587e-09
[15,] 3.449418e-09 6.078922e-09 9.353712e-09 1.256975e-08 1.475417e-08
[16,] 2.360087e-09 4.774217e-09 8.443093e-09 1.306870e-08 1.772138e-08
[17,] 1.323016e-09 3.068379e-09 6.214622e-09 1.101565e-08 1.712281e-08
[18,] 6.072782e-10 1.621189e-09 3.768466e-09 7.647307e-09 1.358572e-08
[19,] 2.253731e-10 6.974043e-10 1.872621e-09 4.373627e-09 8.910395e-09
[20,] 6.652047e-11 2.401861e-10 7.504433e-10 2.032662e-09 4.784164e-09
[21,] 1.548495e-11 6.543523e-11 2.389708e-10 7.550769e-10 2.067477e-09
[22,] 2.896697e-12 1.423898e-11 6.060491e-11 2.233279e-10 7.128429e-10
[23,] 4.744172e-13 2.639885e-12 1.282853e-11 5.432238e-11 2.001428e-10
[24,] 8.119197e-14 4.877308e-13 2.587399e-12 1.210242e-11 4.980275e-11
[25,] 1.594989e-14 1.028423e-13 5.828697e-13 2.912570e-12 1.285929e-11
[26,] 3.095547e-15 2.243187e-14 1.411303e-13 7.734144e-13 3.705127e-12
[27,] 4.982552e-16 4.202050e-15 3.054791e-14 1.917671e-13 1.041795e-12
[28,] 6.139599e-17 6.114765e-16 5.233436e-15 3.852519e-14 2.441970e-13
[29,] 5.646418e-18 6.676801e-17 6.775554e-16 5.903544e-15 4.419170e-14
[30,] 3.861874e-19 5.431781e-18 6.552243e-17 6.780613e-16 6.022022e-15
[31,] 1.981135e-20 3.315077e-19 4.756026e-18 5.851240e-17 6.174638e-16
[32,] 7.781920e-22 1.547696e-20 2.638828e-19 3.857590e-18 4.835847e-17
[33,] 2.422539e-23 5.715029e-22 1.155887e-20 2.004446e-19 2.980598e-18
[34,] 6.236042e-25 1.740649e-23 4.166081e-22 8.550240e-21 1.504857e-19
[35,] 1.368513e-26 4.511672e-25 1.275564e-23 3.092843e-22 6.431765e-21
[36,] 2.556234e-28 9.952363e-27 3.323169e-25 9.516891e-24 2.337655e-22
[37,] 3.948777e-30 1.817574e-28 7.174770e-27 2.429008e-25 7.053173e-24
[38,] 4.875055e-32 2.656456e-30 1.241279e-28 4.973950e-27 1.709351e-25
[39,] 4.684194e-34 3.025493e-32 1.675482e-30 7.955871e-29 3.239471e-27
[40,] 3.440143e-36 2.636775e-34 1.732526e-32 9.759263e-31 4.713228e-29
[41,] 1.906663e-38 1.736074e-36 1.354874e-34 9.063236e-33 5.196994e-31
[42,] 7.898276e-41 8.551519e-39 7.934563e-37 6.309348e-35 4.299865e-33
[43,] 2.426938e-43 3.127121e-41 3.452567e-39 3.266327e-37 2.648014e-35
[44,] 5.499117e-46 8.438059e-44 1.109323e-41 1.249522e-39 1.205924e-37
[45,] 9.147435e-49 1.672376e-46 2.619387e-44 3.514778e-42 4.040589e-40
[46,] 1.113426e-51 2.426299e-49 4.529319e-47 7.243117e-45 9.922834e-43
[47,] 9.893834e-55 2.570476e-52 5.720705e-50 1.090608e-47 1.781078e-45
[48,] 6.407680e-58 1.985175e-55 5.268299e-53 1.197596e-50 2.332001e-48
[49,] 3.021204e-61 1.116310e-58 3.533085e-56 9.578130e-54 2.224200e-51
[50,] 1.036256e-64 4.566874e-62 1.723965e-59 5.574267e-57 1.543850e-54
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.715180e-10 1.162411e-09 1.502157e-09 1.664912e-09 1.582586e-09
 [2,] 7.117427e-10 1.270149e-09 1.944654e-09 2.554165e-09 2.877724e-09
 [3,] 4.993941e-10 1.053557e-09 1.908161e-09 2.965966e-09 3.955809e-09
 [4,] 2.713896e-10 6.729168e-10 1.436833e-09 2.637045e-09 4.156297e-09
 [5,] 1.201996e-10 3.416330e-10 8.487856e-10 1.826345e-09 3.387586e-09
 [6,] 5.100895e-11 1.519838e-10 4.170882e-10 1.022780e-09 2.198868e-09
 [7,] 2.750925e-11 7.504331e-11 2.005851e-10 5.129218e-10 1.211326e-09
 [8,] 1.938794e-11 4.894269e-11 1.195947e-10 2.842014e-10 6.585277e-10
 [9,] 1.879052e-11 3.666502e-11 8.670962e-11 1.969683e-10 4.257161e-10
[10,] 5.542840e-11 4.057455e-11 6.620015e-11 1.471736e-10 3.186965e-10
[11,] 2.771838e-10 1.371185e-10 8.610483e-11 1.147350e-10 2.363969e-10
[12,] 1.150564e-09 6.306131e-10 3.141651e-10 1.784067e-10 1.935625e-10
[13,] 3.593935e-09 2.322010e-09 1.309998e-09 6.645418e-10 3.565287e-10
[14,] 8.446039e-09 6.444529e-09 4.285466e-09 2.493284e-09 1.296742e-09
[15,] 1.512850e-08 1.355304e-08 1.061113e-08 7.265759e-09 4.363781e-09
[16,] 2.106683e-08 2.196603e-08 2.009545e-08 1.613386e-08 1.137200e-08
[17,] 2.338256e-08 2.809331e-08 2.972869e-08 2.772590e-08 2.279399e-08
[18,] 2.119039e-08 2.909930e-08 3.526762e-08 3.779534e-08 3.585586e-08
[19,] 1.588681e-08 2.487825e-08 3.434410e-08 4.194170e-08 4.544083e-08
[20,] 9.813039e-09 1.760280e-08 2.772717e-08 3.852112e-08 4.741205e-08
[21,] 4.916194e-09 1.018070e-08 1.842591e-08 2.927204e-08 4.101967e-08
[22,] 1.973055e-09 4.744091e-09 9.934485e-09 1.818054e-08 2.920348e-08
[23,] 6.411422e-10 1.786000e-09 4.330833e-09 9.160075e-09 1.695154e-08
[24,] 1.798949e-10 5.693113e-10 1.576708e-09 3.820882e-09 8.110480e-09
[25,] 5.021625e-11 1.734427e-10 5.294631e-10 1.427168e-09 3.394867e-09
[26,] 1.557465e-11 5.765418e-11 1.885539e-10 5.462124e-10 1.404325e-09
[27,] 4.910743e-12 2.014751e-11 7.220329e-11 2.269241e-10 6.281275e-10
[28,] 1.334700e-12 6.301421e-12 2.575425e-11 9.136388e-11 2.822431e-10
[29,] 2.844228e-13 1.575463e-12 7.519754e-12 3.097554e-11 1.103292e-10
[30,] 4.592111e-14 3.008393e-13 1.694448e-12 8.212869e-12 3.429563e-11
[31,] 5.590693e-15 4.344862e-14 2.899671e-13 1.662812e-12 8.199430e-12
[32,] 5.199570e-16 4.796366e-15 3.797047e-14 2.580735e-13 1.506691e-12
[33,] 3.801017e-17 4.157751e-16 3.901876e-15 3.142418e-14 2.172604e-13
[34,] 2.271517e-18 2.940974e-17 3.266513e-16 3.112978e-15 2.546068e-14
[35,] 1.147221e-19 1.755277e-18 2.303947e-17 2.594684e-16 2.507587e-15
[36,] 4.925327e-21 8.902097e-20 1.380363e-18 1.836470e-17 2.096645e-16
[37,] 1.756726e-22 3.753378e-21 6.879886e-20 1.081994e-18 1.460194e-17
[38,] 5.038383e-24 1.273852e-22 2.762859e-21 5.141102e-20 8.208611e-19
[39,] 1.131182e-25 3.387679e-24 8.702208e-23 1.917612e-21 3.625398e-20
[40,] 1.951717e-27 6.930275e-26 2.110402e-24 5.511962e-23 1.234903e-21
[41,] 2.554675e-29 1.076636e-27 3.890404e-26 1.205464e-24 3.203344e-23
[42,] 2.511655e-31 1.257565e-29 5.397640e-28 1.986169e-26 6.266396e-25
[43,] 1.839693e-33 1.095369e-31 5.589819e-30 2.445039e-28 9.167876e-27
[44,] 9.972465e-36 7.066629e-34 4.291177e-32 2.233143e-30 9.960242e-29
[45,] 3.979726e-38 3.358455e-36 2.428432e-34 1.504626e-32 7.988729e-31
[46,] 1.164592e-40 1.170987e-38 1.008763e-36 7.445526e-35 4.708655e-33
[47,] 2.491723e-43 2.986270e-41 3.066098e-39 2.696978e-37 2.032472e-35
[48,] 3.889839e-46 5.558099e-44 6.803402e-42 7.134017e-40 6.408678e-38
[49,] 4.424236e-49 7.538411e-47 1.100296e-44 1.375715e-42 1.473506e-40
[50,] 3.662554e-52 7.442678e-50 1.295540e-47 1.931733e-45 2.467356e-43
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.290099e-09 9.018583e-10 5.406211e-10 2.778860e-10 1.224726e-10
 [2,] 2.781134e-09 2.305408e-09 1.639111e-09 9.995040e-10 5.227060e-10
 [3,] 4.526686e-09 4.444004e-09 3.742805e-09 2.704154e-09 1.675949e-09
 [4,] 5.623213e-09 6.529158e-09 6.505412e-09 5.561715e-09 4.079815e-09
 [5,] 5.404203e-09 7.406735e-09 8.716497e-09 8.805667e-09 7.635375e-09
 [6,] 4.101585e-09 6.602680e-09 9.148577e-09 1.089650e-08 1.114928e-08
 [7,] 2.563438e-09 4.766709e-09 7.703010e-09 1.075598e-08 1.293996e-08
 [8,] 1.455838e-09 2.970390e-09 5.434293e-09 8.746285e-09 1.224991e-08
 [9,] 8.920190e-10 1.813401e-09 3.497338e-09 6.201078e-09 9.843869e-09
[10,] 6.453152e-10 1.245784e-09 2.331540e-09 4.208835e-09 7.149847e-09
[11,] 4.922414e-10 9.519829e-10 1.728888e-09 3.016638e-09 5.105096e-09
[12,] 3.610829e-10 7.207472e-10 1.340812e-09 2.319413e-09 3.818091e-09
[13,] 3.215815e-10 5.311208e-10 1.007211e-09 1.800911e-09 2.977894e-09
[14,] 6.783270e-10 5.273466e-10 7.615232e-10 1.359606e-09 2.329322e-09
[15,] 2.335965e-09 1.216185e-09 8.473141e-10 1.070482e-09 1.790225e-09
[16,] 7.050752e-09 3.891254e-09 2.041586e-09 1.318133e-09 1.472290e-09
[17,] 1.651842e-08 1.056179e-08 6.009540e-09 3.199588e-09 1.963879e-09
[18,] 3.012082e-08 2.239683e-08 1.474054e-08 8.637492e-09 4.684115e-09
[19,] 4.375813e-08 3.747482e-08 2.852532e-08 1.928367e-08 1.162071e-08
[20,] 5.190039e-08 5.066949e-08 4.416914e-08 3.436107e-08 2.382573e-08
[21,] 5.096935e-08 5.643179e-08 5.588215e-08 4.959104e-08 3.943335e-08
[22,] 4.139089e-08 5.206407e-08 5.845574e-08 5.886242e-08 5.330975e-08
[23,] 2.756459e-08 3.959764e-08 5.056847e-08 5.778173e-08 5.940848e-08
[24,] 1.511644e-08 2.483487e-08 3.615830e-08 4.695966e-08 5.478282e-08
[25,] 7.128853e-09 1.323711e-08 2.180684e-08 3.203494e-08 4.223938e-08
[26,] 3.209586e-09 6.531957e-09 1.186569e-08 1.931014e-08 2.829913e-08
[27,] 1.538166e-09 3.347858e-09 6.508543e-09 1.136402e-08 1.793309e-08
[28,] 7.622443e-10 1.808116e-09 3.788545e-09 7.059880e-09 1.179762e-08
[29,] 3.406199e-10 9.142903e-10 2.142027e-09 4.402295e-09 7.989445e-09
[30,] 1.235651e-10 3.848325e-10 1.038483e-09 2.435688e-09 4.985640e-09
[31,] 3.480000e-11 1.272756e-10 4.017334e-10 1.096475e-09 2.594341e-09
[32,] 7.560752e-12 3.263736e-11 1.213159e-10 3.888100e-10 1.076225e-09
[33,] 1.290077e-12 6.582807e-12 2.888539e-11 1.090972e-10 3.550829e-10
[34,] 1.787719e-13 1.078037e-12 5.585899e-12 2.488629e-11 9.541247e-11
[35,] 2.080090e-14 1.481440e-13 9.061908e-13 4.763141e-12 2.152663e-11
[36,] 2.054431e-15 1.728138e-14 1.248263e-13 7.745168e-13 4.130080e-12
[37,] 1.691245e-16 1.681498e-15 1.435435e-14 1.052444e-13 6.629994e-13
[38,] 1.124779e-17 1.322909e-16 1.335841e-15 1.158413e-14 8.629950e-14
[39,] 5.881435e-19 8.188890e-18 9.787585e-17 1.004507e-15 8.855272e-15
[40,] 2.373628e-20 3.914953e-19 5.541997e-18 6.735146e-17 7.029249e-16
[41,] 7.301412e-22 1.427711e-20 2.395470e-19 3.449594e-18 4.264864e-17
[42,] 1.695376e-23 3.933965e-22 7.830495e-21 1.337346e-19 1.960276e-18
[43,] 2.947105e-25 8.123215e-24 1.920140e-22 3.893149e-21 6.772405e-20
[44,] 3.807829e-27 1.247934e-25 3.506458e-24 8.448645e-23 1.745997e-21
[45,] 3.635024e-29 1.417625e-27 4.738986e-26 1.358147e-24 3.337551e-23
[46,] 2.551647e-31 1.184959e-29 4.716078e-28 1.608833e-26 4.705046e-25
[47,] 1.312349e-33 7.260763e-32 3.442327e-30 1.398644e-28 4.870878e-27
[48,] 4.932270e-36 3.252334e-34 1.837534e-32 8.896294e-31 3.691196e-29
[49,] 1.352055e-38 1.062864e-36 7.158453e-35 4.130990e-33 2.042803e-31
[50,] 2.699709e-41 2.530588e-39 2.032161e-37 1.398163e-35 8.242503e-34
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 4.627966e-11 1.499340e-11 4.164368e-12 9.915586e-13 2.023902e-13
 [2,] 2.344273e-10 9.016075e-11 2.973490e-11 8.408845e-12 2.038960e-12
 [3,] 8.909841e-10 4.062965e-10 1.589150e-10 5.331143e-11 1.533893e-11
 [4,] 2.567773e-09 1.386586e-09 6.423954e-10 2.553386e-10 8.707309e-11
 [5,] 5.682223e-09 3.629223e-09 1.989362e-09 9.358866e-10 3.778787e-10
 [6,] 9.797208e-09 7.392601e-09 4.789789e-09 2.664835e-09 1.273178e-09
 [7,] 1.339351e-08 1.191918e-08 9.117392e-09 5.994369e-09 3.387677e-09
 [8,] 1.484514e-08 1.552149e-08 1.398288e-08 1.084779e-08 7.246539e-09
 [9,] 1.374946e-08 1.673148e-08 1.764743e-08 1.609403e-08 1.267844e-08
[10,] 1.109776e-08 1.537599e-08 1.873740e-08 1.992056e-08 1.840309e-08
[11,] 8.272076e-09 1.249169e-08 1.711183e-08 2.085386e-08 2.234992e-08
[12,] 6.094417e-09 9.424137e-09 1.382478e-08 1.870437e-08 2.279655e-08
[13,] 4.648865e-09 7.022680e-09 1.036702e-08 1.475924e-08 1.971333e-08
[14,] 3.677201e-09 5.439089e-09 7.758432e-09 1.089033e-08 1.498790e-08
[15,] 2.937383e-09 4.425437e-09 6.186840e-09 8.282588e-09 1.095094e-08
[16,] 2.305748e-09 3.638687e-09 5.257146e-09 6.961304e-09 8.712719e-09
[17,] 1.968149e-09 2.893169e-09 4.423321e-09 6.191816e-09 7.844989e-09
[18,] 2.784443e-09 2.541703e-09 3.513603e-09 5.238673e-09 7.189005e-09
[19,] 6.433619e-09 3.756182e-09 3.167165e-09 4.115246e-09 5.998970e-09
[20,] 1.475750e-08 8.362579e-09 4.854024e-09 3.833647e-09 4.667674e-09
[21,] 2.805875e-08 1.788873e-08 1.042036e-08 6.089345e-09 4.577168e-09
[22,] 4.344475e-08 3.182139e-08 2.096683e-08 1.263656e-08 7.535327e-09
[23,] 5.516210e-08 4.630205e-08 3.509791e-08 2.404040e-08 1.510000e-08
[24,] 5.776543e-08 5.527963e-08 4.806152e-08 3.791322e-08 2.713568e-08
[25,] 5.034405e-08 5.457628e-08 5.401116e-08 4.880844e-08 4.017884e-08
[26,] 3.758877e-08 4.555639e-08 5.064493e-08 5.175498e-08 4.853722e-08
[27,] 2.576297e-08 3.395299e-08 4.132671e-08 4.664273e-08 4.880144e-08
[28,] 1.785476e-08 2.474762e-08 3.177104e-08 3.812313e-08 4.293753e-08
[29,] 1.291609e-08 1.881341e-08 2.504029e-08 3.093013e-08 3.594804e-08
[30,] 8.956082e-09 1.422849e-08 2.020538e-08 2.601500e-08 3.090302e-08
[31,] 5.339330e-09 9.602310e-09 1.518742e-08 2.131830e-08 2.689539e-08
[32,] 2.578490e-09 5.362751e-09 9.720375e-09 1.543922e-08 2.165495e-08
[33,] 9.974544e-10 2.423147e-09 5.104539e-09 9.358361e-09 1.500627e-08
[34,] 3.151471e-10 8.981050e-10 2.212609e-09 4.725008e-09 8.777930e-09
[35,] 8.371931e-11 2.804930e-10 8.108005e-10 2.026210e-09 4.389786e-09
[36,] 1.893916e-11 7.474861e-11 2.542034e-10 7.460607e-10 1.893730e-09
[37,] 3.590424e-12 1.672588e-11 6.708650e-11 2.319616e-10 6.925657e-10
[38,] 5.525640e-13 3.042543e-12 1.441784e-11 5.885854e-11 2.072779e-10
[39,] 6.708145e-14 4.369006e-13 2.448139e-12 1.181252e-11 4.913640e-11
[40,] 6.302643e-15 4.857397e-14 3.219762e-13 1.837086e-12 9.031703e-12
[41,] 4.528603e-16 4.131889e-15 3.241266e-14 2.187687e-13 1.271674e-12
[42,] 2.466945e-17 2.666616e-16 2.477190e-15 1.979057e-14 1.360962e-13
[43,] 1.011098e-18 1.296060e-17 1.427115e-16 1.350745e-15 1.099844e-14
[44,] 3.095680e-20 4.710637e-19 6.154781e-18 6.908900e-17 6.668112e-16
[45,] 7.034467e-22 1.272016e-20 1.974186e-19 2.631153e-18 3.013500e-17
[46,] 1.179849e-23 2.537563e-22 4.682644e-21 7.417402e-20 1.009194e-18
[47,] 1.454207e-25 3.722778e-24 8.174602e-23 1.540296e-21 2.491888e-20
[48,] 1.312720e-27 4.002342e-26 1.046438e-24 2.347085e-23 4.518398e-22
[49,] 8.657448e-30 3.145016e-28 9.795620e-27 2.616727e-25 5.997970e-24
[50,] 4.163970e-32 1.802904e-30 6.691895e-29 2.129919e-27 5.815643e-26
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 3.541154e-14 5.310892e-15 6.827174e-16 7.522292e-17 7.103666e-18
 [2,] 4.239028e-13 7.556004e-14 1.154703e-14 1.512816e-15 1.699136e-16
 [3,] 3.785084e-12 8.010317e-13 1.453806e-13 2.262755e-14 3.020216e-15
 [4,] 2.547429e-11 6.393980e-12 1.376876e-12 2.543788e-13 4.032222e-14
 [5,] 1.309541e-10 3.895361e-11 9.946536e-12 2.180396e-12 4.103886e-13
 [6,] 5.224212e-10 1.841328e-10 5.575781e-11 1.450951e-11 3.245680e-12
 [7,] 1.645996e-09 6.877746e-10 2.472389e-10 7.649706e-11 2.038349e-11
 [8,] 4.169194e-09 2.066717e-09 8.832159e-10 3.256309e-10 1.036655e-10
 [9,] 8.626317e-09 5.071074e-09 2.577433e-09 1.133666e-09 4.319752e-10
[10,] 1.474964e-08 1.025309e-08 6.184648e-09 3.239980e-09 1.475707e-09
[11,] 2.094105e-08 1.711070e-08 1.218488e-08 7.565145e-09 4.098192e-09
[12,] 2.465103e-08 2.345683e-08 1.956824e-08 1.429382e-08 9.142030e-09
[13,] 2.403874e-08 2.625180e-08 2.539243e-08 2.163773e-08 1.620827e-08
[14,] 1.971797e-08 2.404161e-08 2.651901e-08 2.607732e-08 2.268762e-08
[15,] 1.443075e-08 1.857586e-08 2.256802e-08 2.510296e-08 2.506731e-08
[16,] 1.072652e-08 1.332602e-08 1.656163e-08 1.987643e-08 2.218278e-08
[17,] 9.230790e-09 1.053129e-08 1.213867e-08 1.427909e-08 1.665517e-08
[18,] 8.851445e-09 9.954868e-09 1.063677e-08 1.132973e-08 1.238733e-08
[19,] 8.140119e-09 9.881198e-09 1.084191e-08 1.110866e-08 1.112100e-08
[20,] 6.630928e-09 8.918099e-09 1.075988e-08 1.169486e-08 1.176511e-08
[21,] 5.203575e-09 7.137392e-09 9.467738e-09 1.135019e-08 1.228306e-08
[22,] 5.495516e-09 5.837044e-09 7.635769e-09 9.879800e-09 1.167114e-08
[23,] 9.301254e-09 6.715656e-09 6.725181e-09 8.323459e-09 1.037895e-08
[24,] 1.785090e-08 1.144018e-08 8.305539e-09 7.968102e-09 9.359129e-09
[25,] 3.009395e-08 2.073415e-08 1.382769e-08 1.016806e-08 9.494356e-09
[26,] 4.159583e-08 3.248328e-08 2.331994e-08 1.609757e-08 1.199220e-08
[27,] 4.712351e-08 4.171308e-08 3.368903e-08 2.498958e-08 1.771501e-08
[28,] 4.529896e-08 4.443841e-08 4.015291e-08 3.318535e-08 2.519272e-08
[29,] 3.961745e-08 4.136017e-08 4.055183e-08 3.689660e-08 3.085934e-08
[30,] 3.448441e-08 3.663950e-08 3.721207e-08 3.589065e-08 3.245838e-08
[31,] 3.101098e-08 3.332442e-08 3.399215e-08 3.327350e-08 3.123484e-08
[32,] 2.711373e-08 3.075942e-08 3.222021e-08 3.181361e-08 3.011975e-08
[33,] 2.119250e-08 2.661538e-08 3.012588e-08 3.128366e-08 3.044787e-08
[34,] 1.425689e-08 2.038274e-08 2.589356e-08 2.960896e-08 3.100878e-08
[35,] 8.276620e-09 1.365202e-08 1.984271e-08 2.566352e-08 2.992749e-08
[36,] 4.169738e-09 7.997177e-09 1.343568e-08 1.992562e-08 2.635371e-08
[37,] 1.789678e-09 4.015536e-09 7.857224e-09 1.348754e-08 2.047255e-08
[38,] 6.308521e-10 1.663475e-09 3.813196e-09 7.633528e-09 1.342602e-08
[39,] 1.764740e-10 5.483497e-10 1.478114e-09 3.468851e-09 7.120681e-09
[40,] 3.831121e-11 1.404617e-10 4.461246e-10 1.231134e-09 2.963144e-09
[41,] 6.374092e-12 2.759304e-11 1.033717e-10 3.360097e-10 9.507612e-10
[42,] 8.065279e-13 4.124945e-12 1.824147e-11 6.991701e-11 2.329620e-10
[43,] 7.712541e-14 4.664177e-13 2.436896e-12 1.102473e-11 4.331123e-11
[44,] 5.538945e-15 3.965051e-14 2.450204e-13 1.309880e-12 6.074759e-12
[45,] 2.968671e-16 2.518539e-15 1.843002e-14 1.165730e-13 6.390335e-13
[46,] 1.180385e-17 1.188204e-16 1.030930e-15 7.725042e-15 5.012178e-14
[47,] 3.463943e-19 4.141757e-18 4.265599e-17 3.791179e-16 2.915038e-15
[48,] 7.471038e-21 1.062028e-19 1.299621e-18 1.371493e-17 1.251108e-16
[49,] 1.180437e-22 1.996449e-21 2.905206e-20 3.643530e-19 3.947038e-18
[50,] 1.363018e-24 2.744280e-23 4.751895e-22 7.087518e-21 9.125047e-20
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 5.749417e-19 3.988087e-20 2.370798e-21 1.207828e-22 5.273418e-24
 [2,] 1.636003e-17 1.350352e-18 9.554560e-20 5.795242e-21 3.013236e-22
 [3,] 3.457043e-16 3.393452e-17 2.856639e-18 2.062335e-19 1.276958e-20
 [4,] 5.484107e-15 6.400245e-16 6.409979e-17 5.509841e-18 4.065506e-19
 [5,] 6.633195e-14 9.208905e-15 1.098401e-15 1.125941e-16 9.922830e-18
 [6,] 6.243485e-13 1.033265e-13 1.471936e-14 1.806031e-15 1.909960e-16
 [7,] 4.680711e-12 9.270079e-13 1.584796e-13 2.340968e-14 2.990775e-15
 [8,] 2.852475e-11 6.791362e-12 1.400637e-12 2.504982e-13 3.888900e-14
 [9,] 1.427615e-10 4.096803e-11 1.021932e-11 2.217766e-12 4.189562e-13
[10,] 5.850069e-10 2.020421e-10 6.083373e-11 1.597381e-11 3.657480e-12
[11,] 1.938653e-09 8.013128e-10 2.894612e-10 9.135819e-11 2.517320e-11
[12,] 5.121332e-09 2.513419e-09 1.080456e-09 4.065345e-10 1.337194e-10
[13,] 1.066543e-08 6.163349e-09 3.126436e-09 1.390808e-09 5.417838e-10
[14,] 1.740357e-08 1.175320e-08 6.981458e-09 3.643814e-09 1.668570e-09
[15,] 2.223512e-08 1.742983e-08 1.204483e-08 7.326727e-09 3.917372e-09
[16,] 2.242055e-08 2.021944e-08 1.614910e-08 1.138131e-08 7.062939e-09
[17,] 1.844243e-08 1.872419e-08 1.707144e-08 1.382695e-08 9.895174e-09
[18,] 1.372647e-08 1.478465e-08 1.485118e-08 1.353428e-08 1.102000e-08
[19,] 1.129587e-08 1.168780e-08 1.194918e-08 1.159473e-08 1.034999e-08
[20,] 1.139183e-08 1.099442e-08 1.067901e-08 1.023492e-08 9.375475e-09
[21,] 1.228906e-08 1.176708e-08 1.110159e-08 1.038091e-08 9.446432e-09
[22,] 1.250745e-08 1.243215e-08 1.184635e-08 1.109984e-08 1.023107e-08
[23,] 1.193059e-08 1.249553e-08 1.218097e-08 1.143880e-08 1.062314e-08
[24,] 1.119648e-08 1.241489e-08 1.253840e-08 1.176588e-08 1.065612e-08
[25,] 1.071687e-08 1.238623e-08 1.328086e-08 1.288802e-08 1.149461e-08
[26,] 1.101421e-08 1.211768e-08 1.371191e-08 1.439114e-08 1.355049e-08
[27,] 1.332482e-08 1.210063e-08 1.311372e-08 1.471124e-08 1.532961e-08
[28,] 1.819272e-08 1.375758e-08 1.237769e-08 1.329902e-08 1.492193e-08
[29,] 2.375759e-08 1.735266e-08 1.314033e-08 1.171568e-08 1.252265e-08
[30,] 2.719966e-08 2.107762e-08 1.548666e-08 1.170176e-08 1.032028e-08
[31,] 2.782894e-08 2.322693e-08 1.805707e-08 1.331938e-08 1.001110e-08
[32,] 2.754072e-08 2.420203e-08 2.018897e-08 1.583456e-08 1.178910e-08
[33,] 2.837340e-08 2.568234e-08 2.261354e-08 1.916280e-08 1.541337e-08
[34,] 3.039859e-08 2.856585e-08 2.622275e-08 2.364591e-08 2.072974e-08
[35,] 3.202068e-08 3.212964e-08 3.097554e-08 2.927140e-08 2.728875e-08
[36,] 3.150475e-08 3.463123e-08 3.574621e-08 3.544994e-08 3.442693e-08
[37,] 2.776235e-08 3.407612e-08 3.847269e-08 4.072866e-08 4.128377e-08
[38,] 2.090979e-08 2.912099e-08 3.670711e-08 4.248772e-08 4.593520e-08
[39,] 1.286223e-08 2.059734e-08 2.950714e-08 3.822032e-08 4.532581e-08
[40,] 6.249872e-09 1.161984e-08 1.917584e-08 2.831417e-08 3.774677e-08
[41,] 2.351348e-09 5.107377e-09 9.798496e-09 1.670805e-08 2.549404e-08
[42,] 6.772558e-10 1.725290e-09 3.870282e-09 7.685831e-09 1.358501e-08
[43,] 1.482648e-10 4.440700e-10 1.169032e-09 2.718049e-09 5.607872e-09
[44,] 2.452224e-11 8.650869e-11 2.679015e-10 7.317198e-10 1.770584e-09
[45,] 3.046104e-12 1.267622e-11 4.626154e-11 1.487646e-10 4.234395e-10
[46,] 2.825033e-13 1.388730e-12 5.981364e-12 2.268280e-11 7.609383e-11
[47,] 1.945243e-14 1.131041e-13 5.756665e-13 2.577778e-12 1.020585e-11
[48,] 9.896058e-16 6.813738e-15 4.102854e-14 2.171761e-13 1.015818e-12
[49,] 3.704380e-17 3.023476e-16 2.156032e-15 1.350342e-14 7.468194e-14
[50,] 1.017013e-18 9.848518e-18 8.324374e-17 6.173952e-16 4.040345e-15
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.973108e-25 6.326782e-27 1.738560e-28 4.094254e-30 8.263319e-32
 [2,] 1.343073e-23 5.131975e-25 1.681145e-26 4.721544e-28 1.137002e-29
 [3,] 6.781669e-22 3.089466e-23 1.207456e-24 4.049193e-26 1.165380e-27
 [4,] 2.575544e-20 1.401239e-21 6.549016e-23 2.630376e-24 9.083040e-26
 [5,] 7.521635e-19 4.906508e-20 2.755975e-21 1.333860e-22 5.566763e-24
 [6,] 1.742300e-17 1.372107e-18 9.336864e-20 5.494703e-21 2.798882e-22
 [7,] 3.308046e-16 3.170795e-17 2.635894e-18 1.901605e-19 1.190990e-20
 [8,] 5.244967e-15 6.148757e-16 6.266896e-17 5.552296e-18 4.273976e-19
 [9,] 6.890662e-14 9.864950e-15 1.228572e-15 1.329712e-16 1.249215e-17
[10,] 7.298214e-13 1.267904e-13 1.915258e-14 2.511797e-15 2.855387e-16
[11,] 6.048331e-12 1.265218e-12 2.300215e-13 3.627889e-14 4.955093e-15
[12,] 3.838580e-11 9.597936e-12 2.086017e-12 3.932802e-13 6.419466e-14
[13,] 1.844538e-10 5.476327e-11 1.414574e-11 3.171864e-12 6.160945e-13
[14,] 6.690592e-10 2.343788e-10 7.155433e-11 1.899122e-11 4.371909e-12
[15,] 1.837761e-09 7.548506e-10 2.708070e-10 8.464267e-11 2.299217e-11
[16,] 3.852802e-09 1.843975e-09 7.726580e-10 2.827757e-10 9.016741e-11
[17,] 6.238444e-09 3.457663e-09 1.681520e-09 7.160355e-10 2.663827e-10
[18,] 7.952601e-09 5.064105e-09 2.837526e-09 1.395891e-09 6.016195e-10
[19,] 8.336176e-09 5.990767e-09 3.815944e-09 2.145150e-09 1.060929e-09
[20,] 7.985850e-09 6.207608e-09 4.350192e-09 2.725473e-09 1.517199e-09
[21,] 8.146599e-09 6.519320e-09 4.778373e-09 3.182136e-09 1.913483e-09
[22,] 9.067057e-09 7.511468e-09 5.702539e-09 3.929970e-09 2.451907e-09
[23,] 9.735130e-09 8.556437e-09 6.974056e-09 5.148281e-09 3.403861e-09
[24,] 9.631097e-09 8.702311e-09 7.613045e-09 6.188800e-09 4.535919e-09
[25,] 9.805485e-09 8.373454e-09 7.281422e-09 6.267741e-09 5.085466e-09
[26,] 1.152482e-08 9.164881e-09 7.189888e-09 5.804174e-09 4.783215e-09
[27,] 1.423456e-08 1.174370e-08 8.806056e-09 6.297558e-09 4.565194e-09
[28,] 1.561079e-08 1.450592e-08 1.184167e-08 8.582044e-09 5.704614e-09
[29,] 1.412929e-08 1.494750e-08 1.403989e-08 1.151506e-08 8.260676e-09
[30,] 1.097371e-08 1.247596e-08 1.339749e-08 1.279478e-08 1.064308e-08
[31,] 8.674322e-09 9.102942e-09 1.038368e-08 1.131294e-08 1.100678e-08
[32,] 8.806674e-09 7.382275e-09 7.456241e-09 8.373379e-09 9.168115e-09
[33,] 1.174951e-08 8.775986e-09 7.003390e-09 6.525222e-09 6.910568e-09
[34,] 1.735036e-08 1.371009e-08 1.036636e-08 7.926257e-09 6.660968e-09
[35,] 2.482961e-08 2.160535e-08 1.769410e-08 1.366975e-08 1.029104e-08
[36,] 3.295951e-08 3.080947e-08 2.757679e-08 2.324195e-08 1.839804e-08
[37,] 4.080166e-08 3.963872e-08 3.761148e-08 3.428177e-08 2.954025e-08
[38,] 4.727691e-08 4.715771e-08 4.607836e-08 4.402158e-08 4.059946e-08
[39,] 4.994708e-08 5.203388e-08 5.217896e-08 5.106134e-08 4.891957e-08
[40,] 4.591040e-08 5.158961e-08 5.440176e-08 5.481855e-08 5.367160e-08
[41,] 3.506451e-08 4.383463e-08 5.032762e-08 5.381483e-08 5.456652e-08
[42,] 2.148724e-08 3.057827e-08 3.939525e-08 4.633317e-08 5.036412e-08
[43,] 1.031139e-08 1.696082e-08 2.504473e-08 3.333903e-08 4.026873e-08
[44,] 3.810247e-09 7.313166e-09 1.254424e-08 1.926243e-08 2.654608e-08
[45,] 1.070822e-09 2.411964e-09 4.844823e-09 8.680827e-09 1.387724e-08
[46,] 2.266942e-10 6.012404e-10 1.420848e-09 2.990347e-09 5.598451e-09
[47,] 3.587386e-11 1.122493e-10 3.129072e-10 7.764017e-10 1.711400e-09
[48,] 4.217264e-12 1.558595e-11 5.132499e-11 1.504428e-10 3.915792e-10
[49,] 3.664734e-13 1.600859e-12 6.232519e-12 2.160454e-11 6.650510e-11
[50,] 2.344863e-14 1.211298e-13 5.578013e-13 2.287950e-12 8.336380e-12
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.429362e-33 2.119140e-35 2.692996e-37 2.933625e-39 2.739814e-41
 [2,] 2.347904e-31 4.158136e-33 6.316686e-35 8.232632e-37 9.207964e-39
 [3,] 2.879231e-29 6.108402e-31 1.113217e-32 1.743488e-34 2.347847e-36
 [4,] 2.697962e-27 6.897401e-29 1.518675e-30 2.881939e-32 4.717192e-34
 [5,] 2.004908e-25 6.236487e-27 1.676830e-28 3.900025e-30 7.851659e-32
 [6,] 1.234934e-23 4.722561e-25 1.565858e-26 4.502256e-28 1.122440e-29
 [7,] 6.476276e-22 3.056853e-23 1.251787e-24 4.443886e-26 1.366346e-27
 [8,] 2.856143e-20 1.655250e-21 8.309245e-23 3.608480e-24 1.353948e-25
 [9,] 1.017283e-18 7.170528e-20 4.368698e-21 2.297585e-22 1.041806e-23
[10,] 2.809175e-17 2.388221e-18 1.752087e-19 1.107894e-20 6.031795e-22
[11,] 5.851173e-16 5.964630e-17 5.242136e-18 3.967687e-19 2.583835e-20
[12,] 9.056464e-15 1.102628e-15 1.157046e-16 1.045340e-17 8.123855e-19
[13,] 1.034703e-13 1.500109e-14 1.874905e-15 2.017889e-16 1.868418e-17
[14,] 8.711523e-13 1.499842e-13 2.227747e-14 2.851080e-15 3.140695e-16
[15,] 5.415529e-12 1.103804e-12 1.943446e-13 2.951506e-14 3.861658e-15
[16,] 2.498980e-11 6.006316e-12 1.249432e-12 2.245537e-13 3.481670e-14
[17,] 8.637771e-11 2.435653e-11 5.959267e-12 1.262599e-12 2.312406e-13
[18,] 2.266809e-10 7.450216e-11 2.131171e-11 5.294568e-12 1.140073e-12
[19,] 4.604295e-10 1.749305e-10 5.805111e-11 1.678947e-11 4.222907e-12
[20,] 7.468374e-10 3.238305e-10 1.232890e-10 4.109963e-11 1.196653e-11
[21,] 1.032843e-09 4.975286e-10 2.127206e-10 8.033849e-11 2.669243e-11
[22,] 1.384415e-09 7.067226e-10 3.252239e-10 1.342816e-10 4.946572e-11
[23,] 2.011296e-09 1.065096e-09 5.077053e-10 2.185760e-10 8.504758e-11
[24,] 2.950162e-09 1.693665e-09 8.592349e-10 3.870997e-10 1.558876e-10
[25,] 3.737442e-09 2.431936e-09 1.387163e-09 6.919585e-10 3.025148e-10
[26,] 3.824882e-09 2.815889e-09 1.845766e-09 1.059607e-09 5.293284e-10
[27,] 3.456492e-09 2.647149e-09 1.927357e-09 1.269963e-09 7.370647e-10
[28,] 3.685466e-09 2.462891e-09 1.726348e-09 1.207572e-09 7.897518e-10
[29,] 5.273112e-09 3.115537e-09 1.817274e-09 1.110758e-09 7.107229e-10
[30,] 7.683227e-09 4.846589e-09 2.727479e-09 1.430886e-09 7.492171e-10
[31,] 9.328418e-09 6.838285e-09 4.340639e-09 2.406870e-09 1.192301e-09
[32,] 9.053602e-09 7.814843e-09 5.834141e-09 3.758148e-09 2.094142e-09
[33,] 7.401009e-09 7.310353e-09 6.376410e-09 4.829664e-09 3.158149e-09
[34,] 6.331655e-09 6.337673e-09 6.072935e-09 5.249095e-09 3.981994e-09
[35,] 8.029597e-09 6.817878e-09 6.169322e-09 5.530958e-09 4.600654e-09
[36,] 1.395337e-08 1.057894e-08 8.368247e-09 6.927188e-09 5.740205e-09
[37,] 2.394729e-08 1.849626e-08 1.402105e-08 1.077089e-08 8.450404e-09
[38,] 3.561867e-08 2.952715e-08 2.329693e-08 1.785849e-08 1.361154e-08
[39,] 4.550220e-08 4.054660e-08 3.431303e-08 2.763755e-08 2.146816e-08
[40,] 5.149278e-08 4.823226e-08 4.358685e-08 3.758471e-08 3.083428e-08
[41,] 5.348575e-08 5.137151e-08 4.840819e-08 4.429664e-08 3.883618e-08
[42,] 5.149796e-08 5.059677e-08 4.864281e-08 4.604936e-08 4.257754e-08
[43,] 4.461327e-08 4.611166e-08 4.547472e-08 4.374538e-08 4.151992e-08
[44,] 3.299680e-08 3.734667e-08 3.911258e-08 3.877895e-08 3.731695e-08
[45,] 1.981837e-08 2.538405e-08 2.940681e-08 3.127806e-08 3.123748e-08
[46,] 9.315918e-09 1.378679e-08 1.820667e-08 2.161960e-08 2.340571e-08
[47,] 3.344292e-09 5.786140e-09 8.867370e-09 1.207465e-08 1.471260e-08
[48,] 9.024593e-10 1.837146e-09 3.299426e-09 5.230906e-09 7.343625e-09
[49,] 1.811887e-10 4.355097e-10 9.214763e-10 1.714894e-09 2.809837e-09
[50,] 2.688268e-11 7.644175e-11 1.911091e-10 4.193589e-10 8.074977e-10
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.194023e-43 1.506741e-45 8.875617e-48 4.485780e-50 1.945734e-52
 [2,] 8.840836e-41 7.289301e-43 5.163252e-45 3.143609e-47 1.646061e-49
 [3,] 2.720070e-38 2.712888e-40 2.330937e-42 1.726679e-44 1.103610e-46
 [4,] 6.665038e-36 8.135462e-38 8.584944e-40 7.836971e-42 6.192004e-44
 [5,] 1.368947e-33 2.067658e-35 2.705668e-37 3.066993e-39 3.010494e-41
 [6,] 2.425431e-31 4.539954e-33 7.355502e-35 1.030573e-36 1.247479e-38
 [7,] 3.634618e-29 8.355529e-31 1.658144e-32 2.837530e-34 4.183205e-36
 [8,] 4.383979e-27 1.223610e-28 2.940973e-30 6.081784e-32 1.081291e-33
 [9,] 4.068510e-25 1.367162e-26 3.950026e-28 9.805872e-30 2.090485e-31
[10,] 2.824965e-23 1.137304e-24 3.933385e-26 1.168041e-27 2.976976e-29
[11,] 1.446612e-21 6.958630e-23 2.874420e-24 1.019158e-25 3.100635e-27
[12,] 5.426811e-20 3.114204e-21 1.534460e-22 6.489245e-24 2.354648e-25
[13,] 1.487237e-18 1.017070e-19 5.972651e-21 3.010577e-22 1.302143e-23
[14,] 2.975411e-17 2.422573e-18 1.694231e-19 1.017266e-20 5.242128e-22
[15,] 4.348365e-16 4.210626e-17 3.503853e-18 2.504299e-19 1.536671e-20
[16,] 4.651329e-15 5.348688e-16 5.289735e-17 4.496125e-18 3.282636e-19
[17,] 3.655322e-14 4.980696e-15 5.843702e-16 5.898337e-17 5.117989e-18
[18,] 2.123901e-13 3.417741e-14 4.744000e-15 5.673324e-16 5.839724e-17
[19,] 9.218189e-13 1.743079e-13 2.850233e-14 4.024165e-15 4.899317e-16
[20,] 3.036010e-12 6.697235e-13 1.281920e-13 2.125132e-14 3.046074e-15
[21,] 7.775059e-12 1.979621e-12 4.394257e-13 8.483785e-14 1.421569e-14
[22,] 1.616569e-11 4.663112e-12 1.182107e-12 2.623871e-13 5.083699e-14
[23,] 2.983724e-11 9.393659e-12 2.638345e-12 6.571454e-13 1.443726e-13
[24,] 5.647086e-11 1.848077e-11 5.469326e-12 1.460186e-12 3.499225e-13
[25,] 1.164988e-10 3.979316e-11 1.214895e-11 3.338310e-12 8.293797e-13
[26,] 2.298591e-10 8.694927e-11 2.877568e-11 8.383619e-12 2.166662e-12
[27,] 3.722291e-10 1.628421e-10 6.167684e-11 2.025821e-11 5.789957e-12
[28,] 4.620524e-10 2.365294e-10 1.049426e-10 4.021769e-11 1.330681e-11
[29,] 4.480407e-10 2.609046e-10 1.349033e-10 6.078082e-11 2.367589e-11
[30,] 4.139955e-10 2.385706e-10 1.341675e-10 6.915891e-11 3.151006e-11
[31,] 5.526581e-10 2.570959e-10 1.266227e-10 6.488206e-11 3.228551e-11
[32,] 1.018713e-09 4.424581e-10 1.797332e-10 7.328343e-11 3.166417e-11
[33,] 1.780985e-09 8.683749e-10 3.692025e-10 1.397901e-10 4.927587e-11
[34,] 2.621375e-09 1.490877e-09 7.317716e-10 3.105722e-10 1.147897e-10
[35,] 3.417892e-09 2.226314e-09 1.260565e-09 6.179632e-10 2.619107e-10
[36,] 4.500965e-09 3.205539e-09 2.025641e-09 1.121959e-09 5.412016e-10
[37,] 6.588411e-09 4.887047e-09 3.322231e-09 2.020040e-09 1.083313e-09
[38,] 1.038922e-08 7.795066e-09 5.557605e-09 3.643923e-09 2.145803e-09
[39,] 1.634702e-08 1.227629e-08 8.977756e-09 6.226435e-09 3.980547e-09
[40,] 2.422651e-08 1.843079e-08 1.365156e-08 9.768823e-09 6.620265e-09
[41,] 3.235992e-08 2.564114e-08 1.944619e-08 1.418927e-08 9.928608e-09
[42,] 3.785358e-08 3.194077e-08 2.545228e-08 1.919931e-08 1.377430e-08
[43,] 3.867300e-08 3.475339e-08 2.961113e-08 2.367936e-08 1.774340e-08
[44,] 3.542350e-08 3.311491e-08 2.996834e-08 2.571201e-08 2.060643e-08
[45,] 3.007702e-08 2.849234e-08 2.662895e-08 2.417244e-08 2.082725e-08
[46,] 2.359948e-08 2.275921e-08 2.148694e-08 2.000811e-08 1.814735e-08
[47,] 1.624530e-08 1.657815e-08 1.604271e-08 1.509156e-08 1.396659e-08
[48,] 9.189530e-09 1.036791e-08 1.073549e-08 1.044913e-08 9.803236e-09
[49,] 4.066346e-09 5.229648e-09 6.038542e-09 6.359414e-09 6.242006e-09
[50,] 1.366318e-09 2.038172e-09 2.695767e-09 3.190140e-09 3.424269e-09
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 7.245854e-55 2.317573e-57 6.369922e-60 1.505339e-62 3.060492e-65
 [2,] 7.417407e-52 2.878383e-54 9.626525e-57 2.776882e-59 6.914201e-62
 [3,] 6.090892e-49 2.904864e-51 1.197949e-53 4.274140e-56 1.319782e-58
 [4,] 4.235678e-46 2.508822e-48 1.286550e-50 5.710315e-53 2.192515e-55
 [5,] 2.557427e-43 1.878867e-45 1.192768e-47 6.537399e-50 3.090625e-52
 [6,] 1.303297e-40 1.174056e-42 9.111106e-45 6.086042e-47 3.496637e-49
 [7,] 5.308142e-38 5.792991e-40 5.433682e-42 4.377979e-44 3.028485e-46
 [8,] 1.651752e-35 2.166733e-37 2.439641e-39 2.356964e-41 1.953213e-43
 [9,] 3.825452e-33 6.006634e-35 8.090127e-37 9.344446e-39 9.254066e-41
[10,] 6.509768e-31 1.220974e-32 1.963786e-34 2.708030e-36 3.201201e-38
[11,] 8.091880e-29 1.811069e-30 3.475517e-32 5.717936e-34 8.063682e-36
[12,] 7.328791e-27 1.956217e-28 4.477107e-30 8.784442e-32 1.477436e-33
[13,] 4.831400e-25 1.537427e-26 4.195063e-28 9.813942e-30 1.968110e-31
[14,] 2.317701e-23 8.789728e-25 2.858703e-26 7.972032e-28 1.905942e-29
[15,] 8.092283e-22 3.656187e-23 1.416915e-24 4.709069e-26 1.341916e-27
[16,] 2.057724e-20 1.107057e-21 5.110168e-23 2.023385e-24 6.870781e-26
[17,] 3.815342e-19 2.442406e-20 1.342065e-21 6.327924e-23 2.559524e-24
[18,] 5.169523e-18 3.932941e-19 2.570090e-20 1.441945e-21 6.943074e-23
[19,] 5.137726e-17 4.636307e-18 3.597450e-19 2.398608e-20 1.373504e-21
[20,] 3.769424e-16 4.021857e-17 3.695825e-18 2.922311e-19 1.986689e-20
[21,] 2.063377e-15 2.589827e-16 2.806593e-17 2.622607e-18 2.110757e-19
[22,] 8.574231e-15 1.255913e-15 1.594267e-16 1.750656e-17 1.660263e-18
[23,] 2.784839e-14 4.698215e-15 6.909906e-16 8.835328e-17 9.798380e-18
[24,] 7.480317e-14 1.417495e-14 2.367601e-15 3.468825e-16 4.440131e-17
[25,] 1.864901e-13 3.785144e-14 6.897742e-15 1.121130e-15 1.614510e-16
[26,] 5.007839e-13 1.042739e-13 1.965225e-14 3.355502e-15 5.175089e-16
[27,] 1.447203e-12 3.184650e-13 6.219606e-14 1.087323e-14 1.714564e-15
[28,] 3.805699e-12 9.431383e-13 2.033092e-13 3.832742e-14 6.363330e-15
[29,] 7.950866e-12 2.300747e-12 5.741103e-13 1.237500e-13 2.310597e-14
[30,] 1.247862e-11 4.265757e-12 1.255543e-12 3.179902e-13 6.933026e-14
[31,] 1.466794e-11 5.876549e-12 2.043601e-12 6.128616e-13 1.581083e-13
[32,] 1.424795e-11 6.227781e-12 2.484790e-12 8.738823e-13 2.666447e-13
[33,] 1.734670e-11 6.466268e-12 2.522843e-12 9.617640e-13 3.358374e-13
[34,] 3.763634e-11 1.139869e-11 3.414006e-12 1.079444e-12 3.602696e-13
[35,] 9.606782e-11 3.066048e-11 8.643601e-12 2.228987e-12 5.605742e-13
[36,] 2.265755e-10 8.219212e-11 2.584124e-11 7.067253e-12 1.700591e-12
[37,] 5.084208e-10 2.078932e-10 7.387123e-11 2.277821e-11 6.094274e-12
[38,] 1.118191e-09 5.111494e-10 2.039224e-10 7.078648e-11 2.134100e-11
[39,] 2.293233e-09 1.172346e-09 5.266527e-10 2.066499e-10 7.056278e-11
[40,] 4.147488e-09 2.351254e-09 1.187209e-09 5.281780e-10 2.055809e-10
[41,] 6.571821e-09 4.034669e-09 2.252795e-09 1.125790e-09 4.976461e-10
[42,] 9.403779e-09 6.062574e-09 3.636992e-09 1.995458e-09 9.855515e-10
[43,] 1.250298e-08 8.312040e-09 5.202062e-09 3.036664e-09 1.630308e-09
[44,] 1.533866e-08 1.062127e-08 6.872535e-09 4.164784e-09 2.355280e-09
[45,] 1.671513e-08 1.237388e-08 8.438488e-09 5.322959e-09 3.121432e-09
[46,] 1.566003e-08 1.257859e-08 9.276783e-09 6.252351e-09 3.859335e-09
[47,] 1.261325e-08 1.087195e-08 8.733847e-09 6.428427e-09 4.299192e-09
[48,] 9.004703e-09 8.074299e-09 6.933306e-09 5.564760e-09 4.092961e-09
[49,] 5.850619e-09 5.332785e-09 4.738053e-09 4.043001e-09 3.237331e-09
[50,] 3.398174e-09 3.189232e-09 2.886783e-09 2.538333e-09 2.147572e-09

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
  25245.728        1.460  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1j8qx1226515171.ps tmp/1j8qx1226515171.png")
> system("convert tmp/2oabl1226515171.ps tmp/2oabl1226515171.png")
> system("convert tmp/3pnhd1226515171.ps tmp/3pnhd1226515171.png")
> system("convert tmp/41d961226515171.ps tmp/41d961226515171.png")
> system("convert tmp/5shur1226515171.ps tmp/5shur1226515171.png")
> system("convert tmp/632iu1226515171.ps tmp/632iu1226515171.png")
> system("convert tmp/7xgwf1226515171.ps tmp/7xgwf1226515171.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.169   2.090   4.598